2026-04-01T01:42:58,942 Created temporary directory: /tmp/pip-ephem-wheel-cache-6q3dt17e 2026-04-01T01:42:58,944 Created temporary directory: /tmp/pip-build-tracker-4r5fac4l 2026-04-01T01:42:58,945 Initialized build tracking at /tmp/pip-build-tracker-4r5fac4l 2026-04-01T01:42:58,945 Created build tracker: /tmp/pip-build-tracker-4r5fac4l 2026-04-01T01:42:58,945 Entered build tracker: /tmp/pip-build-tracker-4r5fac4l 2026-04-01T01:42:58,946 Created temporary directory: /tmp/pip-wheel-t_hzeo2t 2026-04-01T01:42:58,950 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-04-01T01:42:58,953 Created temporary directory: /tmp/pip-ephem-wheel-cache-0d04i0t2 2026-04-01T01:42:58,974 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-04-01T01:42:58,978 2 location(s) to search for versions of snowflake-ml-python: 2026-04-01T01:42:58,978 * https://pypi.org/simple/snowflake-ml-python/ 2026-04-01T01:42:58,978 * https://www.piwheels.org/simple/snowflake-ml-python/ 2026-04-01T01:42:58,979 Fetching project page and analyzing links: https://pypi.org/simple/snowflake-ml-python/ 2026-04-01T01:42:58,979 Getting page https://pypi.org/simple/snowflake-ml-python/ 2026-04-01T01:42:58,981 Found index url https://pypi.org/simple 2026-04-01T01:42:59,209 Fetched page https://pypi.org/simple/snowflake-ml-python/ as application/vnd.pypi.simple.v1+json 2026-04-01T01:42:59,231 Skipping link: No binaries permitted for snowflake-ml-python: 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https://files.pythonhosted.org/packages/c6/d4/7577a70962a6d4c1b94e340ff10ce623fd10e5c3b0a11de501a1602834b7/snowflake_ml_python-1.33.0-py3-none-any.whl (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-04-01T01:42:59,327 Found link https://files.pythonhosted.org/packages/86/cf/1ea005cba2b14a29a60f7111977f5e232009b670674a4aef39a203faf51c/snowflake_ml_python-1.33.0.tar.gz (from https://pypi.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9), version: 1.33.0 2026-04-01T01:42:59,328 Fetching project page and analyzing links: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-04-01T01:42:59,329 Getting page https://www.piwheels.org/simple/snowflake-ml-python/ 2026-04-01T01:42:59,330 Found index url https://www.piwheels.org/simple 2026-04-01T01:42:59,511 Fetched page https://www.piwheels.org/simple/snowflake-ml-python/ as text/html 2026-04-01T01:42:59,525 Skipping link: No binaries permitted for snowflake-ml-python: 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2026-04-01T01:42:59,529 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.26.0-py3-none-any.whl#sha256=48d404ff42f36a907dbe0022fb364c0848f1448e150a664b15f0e18011077544 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-04-01T01:42:59,530 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.25.1-py3-none-any.whl#sha256=1fce4e5faefa0d3654b4f2fc310abf13f50bd5870979d4d26538b0a650706b47 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.14,>=3.9) 2026-04-01T01:42:59,530 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.25.0-py3-none-any.whl#sha256=8cef04c1f21e693cd4a9d0210cbf576db8074a614fc176726b7a0cc83438f13c (from 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(requires-python:<3.13,>=3.9) 2026-04-01T01:42:59,541 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.5-py3-none-any.whl#sha256=3ad27780f6b10184f53e2ea4d491747277e85cf42ffcb70e0eb593a84a2c7d5e (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-01T01:42:59,542 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.4-py3-none-any.whl#sha256=de8af1895320e5d1ad2b1160d878d637f70cda8ff3c03c111c6e63a4f8ae7624 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-01T01:42:59,542 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.3-py3-none-any.whl#sha256=23ea53a4a9f288a1a8af4cef680fb69f270d7d237a0308324bdf9be48c18c9f8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-01T01:42:59,543 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.2-py3-none-any.whl#sha256=7903f5783cb4a0673d255f2adca233542c638042c48899cdea93c2b142002fbf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-01T01:42:59,543 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.1-py3-none-any.whl#sha256=0e3dbdac814a77cb29e6a2a2f4af75903626b913aac6d31d843fa4bd2a17c202 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-01T01:42:59,544 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.8.0-py3-none-any.whl#sha256=10bdc585e9cad27ac88748a286802c526249417b777e3cba8b4d99f2af8fdd6a (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-01T01:42:59,544 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.5-py3-none-any.whl#sha256=038250df1adbc358b177b7f7c11adf01734daa287abd1aa262dafb440fc04a72 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.13,>=3.9) 2026-04-01T01:42:59,545 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.4-py3-none-any.whl#sha256=cd02d94c92ad9c61e57974ca36334e870a0af33d7c0f24bc25c985078f7a580b (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-04-01T01:42:59,545 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.3-py3-none-any.whl#sha256=f58b38d57360e9036bc5345243c159f1341cf07fffdf77d3b5fc7b7b80b65ab8 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-04-01T01:42:59,546 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.2-py3-none-any.whl#sha256=0cccff201d1817f7e9951c317257d2d57d6c006f269e13ea40cfe40b39667b21 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-04-01T01:42:59,546 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.1-py3-none-any.whl#sha256=7448bee07433b7d9f0e1260207150377ee36baa59f42404d2b393721636e13e2 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-04-01T01:42:59,547 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.7.0-py3-none-any.whl#sha256=aeecb4a1de4458a05878da02f10c9542153ac9185656de1678639837a7a0e7cf (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.9) 2026-04-01T01:42:59,548 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.4-py3-none-any.whl#sha256=d92f002f714bb1f570eb1339880bd5ef1c6ea683a0c7adf3686957461371f6f6 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-04-01T01:42:59,548 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.3-py3-none-any.whl#sha256=3714beb82ebb6ce31feb4a52d65d1fa34493293aaa82be731c5ace3393a53c40 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-04-01T01:42:59,549 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.2-py3-none-any.whl#sha256=04f102a2bbe73d29806492c2c00f3a06badca5d1cbdb5be5c03d8776bf4035ec (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-04-01T01:42:59,549 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.1-py3-none-any.whl#sha256=78418ec42845f3501431025545c9071d0f879d8f20bf306f2ff1e6cb9f8e4df4 (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-04-01T01:42:59,550 Skipping link: No binaries permitted for snowflake-ml-python: https://archive1.piwheels.org/simple/snowflake-ml-python/snowflake_ml_python-1.6.0-py3-none-any.whl#sha256=a30f048dfbde2c4d37f0a56be3c63c20ee5cf43d8bc2e650bc32d95a58ec81ff (from https://www.piwheels.org/simple/snowflake-ml-python/) (requires-python:<3.12,>=3.8) 2026-04-01T01:42:59,551 Skipping link: not a file: https://www.piwheels.org/simple/snowflake-ml-python/ 2026-04-01T01:42:59,551 Skipping link: not a file: https://pypi.org/simple/snowflake-ml-python/ 2026-04-01T01:42:59,576 Given no hashes to check 1 links for project 'snowflake-ml-python': discarding no candidates 2026-04-01T01:42:59,594 Collecting snowflake-ml-python==1.33.0 2026-04-01T01:42:59,596 Created temporary directory: /tmp/pip-unpack-npgvs01v 2026-04-01T01:42:59,827 Downloading snowflake_ml_python-1.33.0.tar.gz (2.0 MB) 2026-04-01T01:43:01,503 Added snowflake-ml-python==1.33.0 from https://files.pythonhosted.org/packages/86/cf/1ea005cba2b14a29a60f7111977f5e232009b670674a4aef39a203faf51c/snowflake_ml_python-1.33.0.tar.gz to build tracker '/tmp/pip-build-tracker-4r5fac4l' 2026-04-01T01:43:01,509 Created temporary directory: /tmp/pip-build-env-mpre4cby 2026-04-01T01:43:01,514 Installing build dependencies: started 2026-04-01T01:43:01,515 Running command pip subprocess to install build dependencies 2026-04-01T01:43:02,644 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-04-01T01:43:03,119 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-04-01T01:43:03,141 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-04-01T01:43:04,913 Collecting setuptools>=61.0 2026-04-01T01:43:04,994 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-04-01T01:43:07,947 Installing collected packages: setuptools 2026-04-01T01:43:10,998 Successfully installed setuptools-82.0.1 2026-04-01T01:43:11,264 Installing build dependencies: finished with status 'done' 2026-04-01T01:43:11,270 Getting requirements to build wheel: started 2026-04-01T01:43:11,272 Running command Getting requirements to build wheel 2026-04-01T01:43:11,930 /tmp/pip-build-env-mpre4cby/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-04-01T01:43:11,930 !! 2026-04-01T01:43:11,931 ******************************************************************************** 2026-04-01T01:43:11,932 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-04-01T01:43:11,933 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-04-01T01:43:11,934 or your builds will no longer be supported. 2026-04-01T01:43:11,935 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-01T01:43:11,936 ******************************************************************************** 2026-04-01T01:43:11,937 !! 2026-04-01T01:43:11,937 corresp(dist, value, root_dir) 2026-04-01T01:43:12,020 /tmp/pip-build-env-mpre4cby/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-04-01T01:43:12,020 !! 2026-04-01T01:43:12,021 ******************************************************************************** 2026-04-01T01:43:12,022 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-04-01T01:43:12,022 License :: OSI Approved :: Apache Software License 2026-04-01T01:43:12,023 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-01T01:43:12,024 ******************************************************************************** 2026-04-01T01:43:12,025 !! 2026-04-01T01:43:12,025 dist._finalize_license_expression() 2026-04-01T01:43:12,032 /tmp/pip-build-env-mpre4cby/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-04-01T01:43:12,033 !! 2026-04-01T01:43:12,034 ******************************************************************************** 2026-04-01T01:43:12,034 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-04-01T01:43:12,035 License :: OSI Approved :: Apache Software License 2026-04-01T01:43:12,036 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-01T01:43:12,037 ******************************************************************************** 2026-04-01T01:43:12,038 !! 2026-04-01T01:43:12,039 self._finalize_license_expression() 2026-04-01T01:43:12,040 running egg_info 2026-04-01T01:43:12,046 writing snowflake_ml_python.egg-info/PKG-INFO 2026-04-01T01:43:12,066 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-04-01T01:43:12,077 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-04-01T01:43:12,079 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-04-01T01:43:12,293 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-01T01:43:12,319 adding license file 'LICENSE.txt' 2026-04-01T01:43:12,349 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-01T01:43:12,448 Getting requirements to build wheel: finished with status 'done' 2026-04-01T01:43:12,451 Created temporary directory: /tmp/pip-modern-metadata-v_3lf_h7 2026-04-01T01:43:12,454 Preparing metadata (pyproject.toml): started 2026-04-01T01:43:12,455 Running command Preparing metadata (pyproject.toml) 2026-04-01T01:43:13,058 /tmp/pip-build-env-mpre4cby/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-04-01T01:43:13,059 !! 2026-04-01T01:43:13,060 ******************************************************************************** 2026-04-01T01:43:13,061 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-04-01T01:43:13,062 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-04-01T01:43:13,063 or your builds will no longer be supported. 2026-04-01T01:43:13,064 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-01T01:43:13,065 ******************************************************************************** 2026-04-01T01:43:13,066 !! 2026-04-01T01:43:13,066 corresp(dist, value, root_dir) 2026-04-01T01:43:13,141 /tmp/pip-build-env-mpre4cby/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-04-01T01:43:13,142 !! 2026-04-01T01:43:13,143 ******************************************************************************** 2026-04-01T01:43:13,144 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-04-01T01:43:13,145 License :: OSI Approved :: Apache Software License 2026-04-01T01:43:13,146 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-01T01:43:13,146 ******************************************************************************** 2026-04-01T01:43:13,147 !! 2026-04-01T01:43:13,147 dist._finalize_license_expression() 2026-04-01T01:43:13,154 /tmp/pip-build-env-mpre4cby/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-04-01T01:43:13,155 !! 2026-04-01T01:43:13,156 ******************************************************************************** 2026-04-01T01:43:13,156 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-04-01T01:43:13,157 License :: OSI Approved :: Apache Software License 2026-04-01T01:43:13,158 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-01T01:43:13,158 ******************************************************************************** 2026-04-01T01:43:13,160 !! 2026-04-01T01:43:13,160 self._finalize_license_expression() 2026-04-01T01:43:13,161 running dist_info 2026-04-01T01:43:13,170 creating /tmp/pip-modern-metadata-v_3lf_h7/snowflake_ml_python.egg-info 2026-04-01T01:43:13,171 writing /tmp/pip-modern-metadata-v_3lf_h7/snowflake_ml_python.egg-info/PKG-INFO 2026-04-01T01:43:13,190 writing dependency_links to /tmp/pip-modern-metadata-v_3lf_h7/snowflake_ml_python.egg-info/dependency_links.txt 2026-04-01T01:43:13,202 writing requirements to /tmp/pip-modern-metadata-v_3lf_h7/snowflake_ml_python.egg-info/requires.txt 2026-04-01T01:43:13,203 writing top-level names to /tmp/pip-modern-metadata-v_3lf_h7/snowflake_ml_python.egg-info/top_level.txt 2026-04-01T01:43:13,204 writing manifest file '/tmp/pip-modern-metadata-v_3lf_h7/snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-01T01:43:13,382 reading manifest file '/tmp/pip-modern-metadata-v_3lf_h7/snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-01T01:43:13,384 adding license file 'LICENSE.txt' 2026-04-01T01:43:13,408 writing manifest file '/tmp/pip-modern-metadata-v_3lf_h7/snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-01T01:43:13,410 creating '/tmp/pip-modern-metadata-v_3lf_h7/snowflake_ml_python-1.33.0.dist-info' 2026-04-01T01:43:13,534 Preparing metadata (pyproject.toml): finished with status 'done' 2026-04-01T01:43:13,549 Source in /tmp/pip-wheel-t_hzeo2t/snowflake-ml-python_f18abee29a4943a3b981e8183df7308b has version 1.33.0, which satisfies requirement snowflake-ml-python==1.33.0 from https://files.pythonhosted.org/packages/86/cf/1ea005cba2b14a29a60f7111977f5e232009b670674a4aef39a203faf51c/snowflake_ml_python-1.33.0.tar.gz 2026-04-01T01:43:13,550 Removed snowflake-ml-python==1.33.0 from https://files.pythonhosted.org/packages/86/cf/1ea005cba2b14a29a60f7111977f5e232009b670674a4aef39a203faf51c/snowflake_ml_python-1.33.0.tar.gz from build tracker '/tmp/pip-build-tracker-4r5fac4l' 2026-04-01T01:43:13,574 Created temporary directory: /tmp/pip-unpack-d98z572g 2026-04-01T01:43:13,575 Building wheels for collected packages: snowflake-ml-python 2026-04-01T01:43:13,579 Created temporary directory: /tmp/pip-wheel-h9vqpcjc 2026-04-01T01:43:13,579 Destination directory: /tmp/pip-wheel-h9vqpcjc 2026-04-01T01:43:13,582 Building wheel for snowflake-ml-python (pyproject.toml): started 2026-04-01T01:43:13,583 Running command Building wheel for snowflake-ml-python (pyproject.toml) 2026-04-01T01:43:14,177 /tmp/pip-build-env-mpre4cby/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-04-01T01:43:14,177 !! 2026-04-01T01:43:14,178 ******************************************************************************** 2026-04-01T01:43:14,179 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-04-01T01:43:14,179 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-04-01T01:43:14,180 or your builds will no longer be supported. 2026-04-01T01:43:14,181 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-01T01:43:14,181 ******************************************************************************** 2026-04-01T01:43:14,182 !! 2026-04-01T01:43:14,182 corresp(dist, value, root_dir) 2026-04-01T01:43:14,254 /tmp/pip-build-env-mpre4cby/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-04-01T01:43:14,254 !! 2026-04-01T01:43:14,255 ******************************************************************************** 2026-04-01T01:43:14,256 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-04-01T01:43:14,257 License :: OSI Approved :: Apache Software License 2026-04-01T01:43:14,258 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-01T01:43:14,258 ******************************************************************************** 2026-04-01T01:43:14,260 !! 2026-04-01T01:43:14,260 dist._finalize_license_expression() 2026-04-01T01:43:14,267 /tmp/pip-build-env-mpre4cby/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-04-01T01:43:14,268 !! 2026-04-01T01:43:14,269 ******************************************************************************** 2026-04-01T01:43:14,270 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-04-01T01:43:14,271 License :: OSI Approved :: Apache Software License 2026-04-01T01:43:14,273 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-04-01T01:43:14,273 ******************************************************************************** 2026-04-01T01:43:14,274 !! 2026-04-01T01:43:14,275 self._finalize_license_expression() 2026-04-01T01:43:14,276 running bdist_wheel 2026-04-01T01:43:14,288 running build 2026-04-01T01:43:14,288 running build_py 2026-04-01T01:43:14,295 creating build/lib/snowflake/ml 2026-04-01T01:43:14,297 copying snowflake/ml/version.py -> build/lib/snowflake/ml 2026-04-01T01:43:14,300 creating build/lib/snowflake/cortex 2026-04-01T01:43:14,301 copying snowflake/cortex/_util.py -> build/lib/snowflake/cortex 2026-04-01T01:43:14,303 copying snowflake/cortex/_complete.py -> build/lib/snowflake/cortex 2026-04-01T01:43:14,306 copying snowflake/cortex/_embed_text_768.py -> build/lib/snowflake/cortex 2026-04-01T01:43:14,308 copying snowflake/cortex/_summarize.py -> build/lib/snowflake/cortex 2026-04-01T01:43:14,310 copying snowflake/cortex/_translate.py -> build/lib/snowflake/cortex 2026-04-01T01:43:14,311 copying snowflake/cortex/_extract_answer.py -> build/lib/snowflake/cortex 2026-04-01T01:43:14,314 copying snowflake/cortex/_classify_text.py -> build/lib/snowflake/cortex 2026-04-01T01:43:14,315 copying snowflake/cortex/_embed_text_1024.py -> build/lib/snowflake/cortex 2026-04-01T01:43:14,317 copying snowflake/cortex/_sentiment.py -> build/lib/snowflake/cortex 2026-04-01T01:43:14,319 copying snowflake/cortex/_finetune.py -> build/lib/snowflake/cortex 2026-04-01T01:43:14,322 copying snowflake/cortex/__init__.py -> build/lib/snowflake/cortex 2026-04-01T01:43:14,323 copying snowflake/cortex/_sse_client.py -> build/lib/snowflake/cortex 2026-04-01T01:43:14,326 creating build/lib/snowflake/ml/model 2026-04-01T01:43:14,327 copying snowflake/ml/model/target_platform.py -> build/lib/snowflake/ml/model 2026-04-01T01:43:14,329 copying snowflake/ml/model/compute_pool.py -> build/lib/snowflake/ml/model 2026-04-01T01:43:14,331 copying snowflake/ml/model/inference_engine.py -> build/lib/snowflake/ml/model 2026-04-01T01:43:14,332 copying snowflake/ml/model/volatility.py -> build/lib/snowflake/ml/model 2026-04-01T01:43:14,334 copying snowflake/ml/model/custom_model.py -> build/lib/snowflake/ml/model 2026-04-01T01:43:14,337 copying snowflake/ml/model/code_path.py -> build/lib/snowflake/ml/model 2026-04-01T01:43:14,339 copying snowflake/ml/model/model_signature.py -> build/lib/snowflake/ml/model 2026-04-01T01:43:14,342 copying snowflake/ml/model/openai_signatures.py -> build/lib/snowflake/ml/model 2026-04-01T01:43:14,344 copying snowflake/ml/model/event_handler.py -> build/lib/snowflake/ml/model 2026-04-01T01:43:14,346 copying snowflake/ml/model/__init__.py -> build/lib/snowflake/ml/model 2026-04-01T01:43:14,348 copying snowflake/ml/model/task.py -> build/lib/snowflake/ml/model 2026-04-01T01:43:14,350 copying snowflake/ml/model/type_hints.py -> build/lib/snowflake/ml/model 2026-04-01T01:43:14,353 creating build/lib/snowflake/ml/fileset 2026-04-01T01:43:14,354 copying snowflake/ml/fileset/sfcfs.py -> build/lib/snowflake/ml/fileset 2026-04-01T01:43:14,356 copying snowflake/ml/fileset/stage_fs.py -> build/lib/snowflake/ml/fileset 2026-04-01T01:43:14,359 copying snowflake/ml/fileset/embedded_stage_fs.py -> build/lib/snowflake/ml/fileset 2026-04-01T01:43:14,361 copying snowflake/ml/fileset/snowfs.py -> build/lib/snowflake/ml/fileset 2026-04-01T01:43:14,363 copying snowflake/ml/fileset/fileset.py -> build/lib/snowflake/ml/fileset 2026-04-01T01:43:14,366 creating build/lib/snowflake/ml/lineage 2026-04-01T01:43:14,367 copying snowflake/ml/lineage/lineage_node.py -> build/lib/snowflake/ml/lineage 2026-04-01T01:43:14,369 copying snowflake/ml/lineage/__init__.py -> build/lib/snowflake/ml/lineage 2026-04-01T01:43:14,372 creating build/lib/snowflake/ml/data 2026-04-01T01:43:14,373 copying snowflake/ml/data/data_connector.py -> build/lib/snowflake/ml/data 2026-04-01T01:43:14,375 copying snowflake/ml/data/ingestor_utils.py -> build/lib/snowflake/ml/data 2026-04-01T01:43:14,377 copying snowflake/ml/data/torch_utils.py -> build/lib/snowflake/ml/data 2026-04-01T01:43:14,379 copying snowflake/ml/data/__init__.py -> build/lib/snowflake/ml/data 2026-04-01T01:43:14,381 copying snowflake/ml/data/data_ingestor.py -> build/lib/snowflake/ml/data 2026-04-01T01:43:14,383 copying snowflake/ml/data/data_source.py -> build/lib/snowflake/ml/data 2026-04-01T01:43:14,385 creating build/lib/snowflake/ml/_internal 2026-04-01T01:43:14,386 copying snowflake/ml/_internal/file_utils.py -> build/lib/snowflake/ml/_internal 2026-04-01T01:43:14,389 copying snowflake/ml/_internal/telemetry.py -> build/lib/snowflake/ml/_internal 2026-04-01T01:43:14,392 copying snowflake/ml/_internal/platform_capabilities.py -> build/lib/snowflake/ml/_internal 2026-04-01T01:43:14,394 copying snowflake/ml/_internal/type_utils.py -> build/lib/snowflake/ml/_internal 2026-04-01T01:43:14,396 copying snowflake/ml/_internal/env.py -> build/lib/snowflake/ml/_internal 2026-04-01T01:43:14,398 copying snowflake/ml/_internal/init_utils.py -> build/lib/snowflake/ml/_internal 2026-04-01T01:43:14,399 copying snowflake/ml/_internal/relax_version_strategy.py -> build/lib/snowflake/ml/_internal 2026-04-01T01:43:14,401 copying snowflake/ml/_internal/env_utils.py -> build/lib/snowflake/ml/_internal 2026-04-01T01:43:14,404 copying snowflake/ml/_internal/migrator_utils.py -> build/lib/snowflake/ml/_internal 2026-04-01T01:43:14,406 creating build/lib/snowflake/ml/utils 2026-04-01T01:43:14,407 copying snowflake/ml/utils/stage_file.py -> build/lib/snowflake/ml/utils 2026-04-01T01:43:14,410 copying snowflake/ml/utils/connection_params.py -> build/lib/snowflake/ml/utils 2026-04-01T01:43:14,412 copying snowflake/ml/utils/html_utils.py -> build/lib/snowflake/ml/utils 2026-04-01T01:43:14,414 copying snowflake/ml/utils/sparse.py -> build/lib/snowflake/ml/utils 2026-04-01T01:43:14,416 copying snowflake/ml/utils/authentication.py -> build/lib/snowflake/ml/utils 2026-04-01T01:43:14,418 copying snowflake/ml/utils/sql_client.py -> build/lib/snowflake/ml/utils 2026-04-01T01:43:14,420 creating build/lib/snowflake/ml/dataset 2026-04-01T01:43:14,421 copying snowflake/ml/dataset/dataset_metadata.py -> build/lib/snowflake/ml/dataset 2026-04-01T01:43:14,423 copying snowflake/ml/dataset/dataset_factory.py -> build/lib/snowflake/ml/dataset 2026-04-01T01:43:14,425 copying snowflake/ml/dataset/dataset_reader.py -> build/lib/snowflake/ml/dataset 2026-04-01T01:43:14,427 copying snowflake/ml/dataset/dataset.py -> build/lib/snowflake/ml/dataset 2026-04-01T01:43:14,430 copying snowflake/ml/dataset/__init__.py -> build/lib/snowflake/ml/dataset 2026-04-01T01:43:14,432 creating build/lib/snowflake/ml/feature_store 2026-04-01T01:43:14,433 copying snowflake/ml/feature_store/feature.py -> build/lib/snowflake/ml/feature_store 2026-04-01T01:43:14,436 copying snowflake/ml/feature_store/tile_sql_generator.py -> build/lib/snowflake/ml/feature_store 2026-04-01T01:43:14,440 copying snowflake/ml/feature_store/feature_store.py -> build/lib/snowflake/ml/feature_store 2026-04-01T01:43:14,446 copying snowflake/ml/feature_store/feature_view.py -> build/lib/snowflake/ml/feature_store 2026-04-01T01:43:14,450 copying snowflake/ml/feature_store/entity.py -> build/lib/snowflake/ml/feature_store 2026-04-01T01:43:14,452 copying snowflake/ml/feature_store/access_manager.py -> build/lib/snowflake/ml/feature_store 2026-04-01T01:43:14,455 copying snowflake/ml/feature_store/stream_source.py -> build/lib/snowflake/ml/feature_store 2026-04-01T01:43:14,457 copying snowflake/ml/feature_store/request_source.py -> build/lib/snowflake/ml/feature_store 2026-04-01T01:43:14,459 copying snowflake/ml/feature_store/aggregation.py -> build/lib/snowflake/ml/feature_store 2026-04-01T01:43:14,462 copying snowflake/ml/feature_store/metadata_manager.py -> build/lib/snowflake/ml/feature_store 2026-04-01T01:43:14,465 copying snowflake/ml/feature_store/__init__.py -> build/lib/snowflake/ml/feature_store 2026-04-01T01:43:14,467 creating build/lib/snowflake/ml/registry 2026-04-01T01:43:14,468 copying snowflake/ml/registry/registry.py -> build/lib/snowflake/ml/registry 2026-04-01T01:43:14,472 copying snowflake/ml/registry/__init__.py -> build/lib/snowflake/ml/registry 2026-04-01T01:43:14,474 creating build/lib/snowflake/ml/jobs 2026-04-01T01:43:14,475 copying snowflake/ml/jobs/job_definition.py -> build/lib/snowflake/ml/jobs 2026-04-01T01:43:14,478 copying snowflake/ml/jobs/decorators.py -> build/lib/snowflake/ml/jobs 2026-04-01T01:43:14,480 copying snowflake/ml/jobs/job.py -> build/lib/snowflake/ml/jobs 2026-04-01T01:43:14,483 copying snowflake/ml/jobs/manager.py -> build/lib/snowflake/ml/jobs 2026-04-01T01:43:14,486 copying snowflake/ml/jobs/__init__.py -> build/lib/snowflake/ml/jobs 2026-04-01T01:43:14,489 creating build/lib/snowflake/ml/monitoring 2026-04-01T01:43:14,490 copying snowflake/ml/monitoring/explain_visualize.py -> build/lib/snowflake/ml/monitoring 2026-04-01T01:43:14,493 copying snowflake/ml/monitoring/model_monitor.py -> build/lib/snowflake/ml/monitoring 2026-04-01T01:43:14,495 copying snowflake/ml/monitoring/shap.py -> build/lib/snowflake/ml/monitoring 2026-04-01T01:43:14,497 creating build/lib/snowflake/ml/experiment 2026-04-01T01:43:14,498 copying snowflake/ml/experiment/experiment_tracking.py -> build/lib/snowflake/ml/experiment 2026-04-01T01:43:14,502 copying snowflake/ml/experiment/_experiment_info.py -> build/lib/snowflake/ml/experiment 2026-04-01T01:43:14,504 copying snowflake/ml/experiment/utils.py -> build/lib/snowflake/ml/experiment 2026-04-01T01:43:14,506 copying snowflake/ml/experiment/__init__.py -> build/lib/snowflake/ml/experiment 2026-04-01T01:43:14,508 creating build/lib/snowflake/ml/model/_packager 2026-04-01T01:43:14,509 copying snowflake/ml/model/_packager/model_packager.py -> build/lib/snowflake/ml/model/_packager 2026-04-01T01:43:14,512 copying snowflake/ml/model/_packager/model_handler.py -> build/lib/snowflake/ml/model/_packager 2026-04-01T01:43:14,514 creating build/lib/snowflake/ml/model/_model_composer 2026-04-01T01:43:14,515 copying snowflake/ml/model/_model_composer/model_composer.py -> build/lib/snowflake/ml/model/_model_composer 2026-04-01T01:43:14,518 creating build/lib/snowflake/ml/model/batch 2026-04-01T01:43:14,519 copying snowflake/ml/model/batch/__init__.py -> build/lib/snowflake/ml/model/batch 2026-04-01T01:43:14,521 creating build/lib/snowflake/ml/model/_signatures 2026-04-01T01:43:14,522 copying snowflake/ml/model/_signatures/pytorch_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-01T01:43:14,525 copying snowflake/ml/model/_signatures/core.py -> build/lib/snowflake/ml/model/_signatures 2026-04-01T01:43:14,528 copying snowflake/ml/model/_signatures/numpy_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-01T01:43:14,530 copying snowflake/ml/model/_signatures/snowpark_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-01T01:43:14,533 copying snowflake/ml/model/_signatures/tensorflow_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-01T01:43:14,535 copying snowflake/ml/model/_signatures/dmatrix_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-01T01:43:14,537 copying snowflake/ml/model/_signatures/utils.py -> build/lib/snowflake/ml/model/_signatures 2026-04-01T01:43:14,540 copying snowflake/ml/model/_signatures/builtins_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-01T01:43:14,542 copying snowflake/ml/model/_signatures/pandas_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-01T01:43:14,544 copying snowflake/ml/model/_signatures/base_handler.py -> build/lib/snowflake/ml/model/_signatures 2026-04-01T01:43:14,547 creating build/lib/snowflake/ml/model/models 2026-04-01T01:43:14,547 copying snowflake/ml/model/models/huggingface.py -> build/lib/snowflake/ml/model/models 2026-04-01T01:43:14,550 copying snowflake/ml/model/models/huggingface_pipeline.py -> build/lib/snowflake/ml/model/models 2026-04-01T01:43:14,553 creating build/lib/snowflake/ml/model/_packager/model_meta 2026-04-01T01:43:14,554 copying snowflake/ml/model/_packager/model_meta/model_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-04-01T01:43:14,557 copying snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-04-01T01:43:14,559 copying snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/lib/snowflake/ml/model/_packager/model_meta 2026-04-01T01:43:14,561 creating build/lib/snowflake/ml/model/_packager/model_runtime 2026-04-01T01:43:14,562 copying snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-04-01T01:43:14,565 copying snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/lib/snowflake/ml/model/_packager/model_runtime 2026-04-01T01:43:14,567 creating build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-04-01T01:43:14,568 copying snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-04-01T01:43:14,571 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-04-01T01:43:14,573 copying snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/lib/snowflake/ml/model/_packager/model_meta_migrator 2026-04-01T01:43:14,575 creating build/lib/snowflake/ml/model/_packager/model_task 2026-04-01T01:43:14,576 copying snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/lib/snowflake/ml/model/_packager/model_task 2026-04-01T01:43:14,579 creating build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,581 copying snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,583 copying snowflake/ml/model/_packager/model_handlers/_utils.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,586 copying snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,588 copying snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,591 copying snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,594 copying snowflake/ml/model/_packager/model_handlers/_base.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,596 copying snowflake/ml/model/_packager/model_handlers/catboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,598 copying snowflake/ml/model/_packager/model_handlers/prophet.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,601 copying snowflake/ml/model/_packager/model_handlers/keras.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,603 copying snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,606 copying snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,609 copying snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,611 copying snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,614 copying snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,617 copying snowflake/ml/model/_packager/model_handlers/custom.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,620 copying snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/lib/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:14,622 creating build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-01T01:43:14,624 copying snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-01T01:43:14,626 copying snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-01T01:43:14,627 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-01T01:43:14,629 copying snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-01T01:43:14,631 copying snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/lib/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-01T01:43:14,634 creating build/lib/snowflake/ml/model/_packager/model_env 2026-04-01T01:43:14,635 copying snowflake/ml/model/_packager/model_env/model_env.py -> build/lib/snowflake/ml/model/_packager/model_env 2026-04-01T01:43:14,638 creating build/lib/snowflake/ml/model/_client/service 2026-04-01T01:43:14,640 copying snowflake/ml/model/_client/service/model_deployment_spec.py -> build/lib/snowflake/ml/model/_client/service 2026-04-01T01:43:14,643 copying snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-04-01T01:43:14,645 copying snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/lib/snowflake/ml/model/_client/service 2026-04-01T01:43:14,647 creating build/lib/snowflake/ml/model/_client/model 2026-04-01T01:43:14,648 copying snowflake/ml/model/_client/model/model_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-04-01T01:43:14,651 copying snowflake/ml/model/_client/model/inference_engine_utils.py -> build/lib/snowflake/ml/model/_client/model 2026-04-01T01:43:14,652 copying snowflake/ml/model/_client/model/batch_inference_specs.py -> build/lib/snowflake/ml/model/_client/model 2026-04-01T01:43:14,655 copying snowflake/ml/model/_client/model/model_version_impl.py -> build/lib/snowflake/ml/model/_client/model 2026-04-01T01:43:14,658 creating build/lib/snowflake/ml/model/_client/sql 2026-04-01T01:43:14,659 copying snowflake/ml/model/_client/sql/stage.py -> build/lib/snowflake/ml/model/_client/sql 2026-04-01T01:43:14,662 copying snowflake/ml/model/_client/sql/tag.py -> build/lib/snowflake/ml/model/_client/sql 2026-04-01T01:43:14,664 copying snowflake/ml/model/_client/sql/model_version.py -> build/lib/snowflake/ml/model/_client/sql 2026-04-01T01:43:14,666 copying snowflake/ml/model/_client/sql/model.py -> build/lib/snowflake/ml/model/_client/sql 2026-04-01T01:43:14,669 copying snowflake/ml/model/_client/sql/_base.py -> build/lib/snowflake/ml/model/_client/sql 2026-04-01T01:43:14,671 copying snowflake/ml/model/_client/sql/service.py -> build/lib/snowflake/ml/model/_client/sql 2026-04-01T01:43:14,674 creating build/lib/snowflake/ml/model/_client/ops 2026-04-01T01:43:14,675 copying snowflake/ml/model/_client/ops/service_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-04-01T01:43:14,679 copying snowflake/ml/model/_client/ops/metadata_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-04-01T01:43:14,681 copying snowflake/ml/model/_client/ops/model_ops.py -> build/lib/snowflake/ml/model/_client/ops 2026-04-01T01:43:14,685 copying snowflake/ml/model/_client/ops/param_utils.py -> build/lib/snowflake/ml/model/_client/ops 2026-04-01T01:43:14,688 copying snowflake/ml/model/_client/ops/deployment_step.py -> build/lib/snowflake/ml/model/_client/ops 2026-04-01T01:43:14,690 creating build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-04-01T01:43:14,691 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-04-01T01:43:14,694 copying snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/lib/snowflake/ml/model/_model_composer/model_manifest 2026-04-01T01:43:14,696 creating build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:14,697 copying snowflake/ml/model/_model_composer/model_method/model_method.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:14,700 copying snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:14,702 copying snowflake/ml/model/_model_composer/model_method/constants.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:14,704 copying snowflake/ml/model/_model_composer/model_method/utils.py -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:14,706 creating build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-04-01T01:43:14,707 copying snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/lib/snowflake/ml/model/_model_composer/model_user_file 2026-04-01T01:43:14,710 creating build/lib/snowflake/ml/data/_internal 2026-04-01T01:43:14,711 copying snowflake/ml/data/_internal/arrow_ingestor.py -> build/lib/snowflake/ml/data/_internal 2026-04-01T01:43:14,714 creating build/lib/snowflake/ml/_internal/lineage 2026-04-01T01:43:14,715 copying snowflake/ml/_internal/lineage/lineage_utils.py -> build/lib/snowflake/ml/_internal/lineage 2026-04-01T01:43:14,718 creating build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,719 copying snowflake/ml/_internal/utils/url.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,721 copying snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,723 copying snowflake/ml/_internal/utils/pkg_version_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,725 copying snowflake/ml/_internal/utils/table_manager.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,728 copying snowflake/ml/_internal/utils/snowflake_env.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,730 copying snowflake/ml/_internal/utils/connection_params.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,732 copying snowflake/ml/_internal/utils/import_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,733 copying snowflake/ml/_internal/utils/jwt_generator.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,735 copying snowflake/ml/_internal/utils/result.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,737 copying snowflake/ml/_internal/utils/service_logger.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,739 copying snowflake/ml/_internal/utils/sql_identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,741 copying snowflake/ml/_internal/utils/parallelize.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,743 copying snowflake/ml/_internal/utils/temp_file_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,745 copying snowflake/ml/_internal/utils/query_result_checker.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,747 copying snowflake/ml/_internal/utils/formatting.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,749 copying snowflake/ml/_internal/utils/identifier.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,752 copying snowflake/ml/_internal/utils/mixins.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,754 copying snowflake/ml/_internal/utils/db_utils.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,756 copying snowflake/ml/_internal/utils/tee.py -> build/lib/snowflake/ml/_internal/utils 2026-04-01T01:43:14,758 creating build/lib/snowflake/ml/_internal/exceptions 2026-04-01T01:43:14,759 copying snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-01T01:43:14,761 copying snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-01T01:43:14,763 copying snowflake/ml/_internal/exceptions/fileset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-01T01:43:14,765 copying snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-01T01:43:14,767 copying snowflake/ml/_internal/exceptions/error_codes.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-01T01:43:14,769 copying snowflake/ml/_internal/exceptions/exceptions.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-01T01:43:14,771 copying snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-01T01:43:14,773 copying snowflake/ml/_internal/exceptions/error_messages.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-01T01:43:14,774 copying snowflake/ml/_internal/exceptions/dataset_errors.py -> build/lib/snowflake/ml/_internal/exceptions 2026-04-01T01:43:14,777 creating build/lib/snowflake/ml/_internal/human_readable_id 2026-04-01T01:43:14,778 copying snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-04-01T01:43:14,779 copying snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/lib/snowflake/ml/_internal/human_readable_id 2026-04-01T01:43:14,782 creating build/lib/snowflake/ml/feature_store/spec 2026-04-01T01:43:14,783 copying snowflake/ml/feature_store/spec/builder.py -> build/lib/snowflake/ml/feature_store/spec 2026-04-01T01:43:14,786 copying snowflake/ml/feature_store/spec/enums.py -> build/lib/snowflake/ml/feature_store/spec 2026-04-01T01:43:14,787 copying snowflake/ml/feature_store/spec/models.py -> build/lib/snowflake/ml/feature_store/spec 2026-04-01T01:43:14,790 copying snowflake/ml/feature_store/spec/__init__.py -> build/lib/snowflake/ml/feature_store/spec 2026-04-01T01:43:14,792 creating build/lib/snowflake/ml/feature_store/examples 2026-04-01T01:43:14,793 copying snowflake/ml/feature_store/examples/example_helper.py -> build/lib/snowflake/ml/feature_store/examples 2026-04-01T01:43:14,795 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-04-01T01:43:14,796 copying snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-04-01T01:43:14,798 creating build/lib/snowflake/ml/feature_store/examples/airline_features 2026-04-01T01:43:14,799 copying snowflake/ml/feature_store/examples/airline_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-04-01T01:43:14,801 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-04-01T01:43:14,802 copying snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-04-01T01:43:14,805 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-04-01T01:43:14,806 copying snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-04-01T01:43:14,808 creating build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-04-01T01:43:14,809 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-04-01T01:43:14,811 copying snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-04-01T01:43:14,814 creating build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-04-01T01:43:14,815 copying snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-04-01T01:43:14,817 copying snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/lib/snowflake/ml/feature_store/examples/airline_features/features 2026-04-01T01:43:14,819 creating build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-04-01T01:43:14,820 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-04-01T01:43:14,822 copying snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-04-01T01:43:14,824 creating build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-04-01T01:43:14,825 copying snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-04-01T01:43:14,827 copying snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-04-01T01:43:14,829 creating build/lib/snowflake/ml/registry/_manager 2026-04-01T01:43:14,830 copying snowflake/ml/registry/_manager/model_manager.py -> build/lib/snowflake/ml/registry/_manager 2026-04-01T01:43:14,833 copying snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/lib/snowflake/ml/registry/_manager 2026-04-01T01:43:14,836 creating build/lib/snowflake/ml/jobs/_interop 2026-04-01T01:43:14,837 copying snowflake/ml/jobs/_interop/exception_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-01T01:43:14,839 copying snowflake/ml/jobs/_interop/results.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-01T01:43:14,841 copying snowflake/ml/jobs/_interop/data_utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-01T01:43:14,843 copying snowflake/ml/jobs/_interop/dto_schema.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-01T01:43:14,845 copying snowflake/ml/jobs/_interop/utils.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-01T01:43:14,847 copying snowflake/ml/jobs/_interop/protocols.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-01T01:43:14,850 copying snowflake/ml/jobs/_interop/__init__.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-01T01:43:14,851 copying snowflake/ml/jobs/_interop/legacy.py -> build/lib/snowflake/ml/jobs/_interop 2026-04-01T01:43:14,854 creating build/lib/snowflake/ml/jobs/_utils 2026-04-01T01:43:14,855 copying snowflake/ml/jobs/_utils/payload_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-01T01:43:14,858 copying snowflake/ml/jobs/_utils/stage_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-01T01:43:14,860 copying snowflake/ml/jobs/_utils/arg_protocol.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-01T01:43:14,862 copying snowflake/ml/jobs/_utils/type_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-01T01:43:14,864 copying snowflake/ml/jobs/_utils/feature_flags.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-01T01:43:14,866 copying snowflake/ml/jobs/_utils/constants.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-01T01:43:14,868 copying snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-01T01:43:14,870 copying snowflake/ml/jobs/_utils/query_helper.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-01T01:43:14,872 copying snowflake/ml/jobs/_utils/__init__.py -> build/lib/snowflake/ml/jobs/_utils 2026-04-01T01:43:14,874 creating build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:14,875 copying snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:14,877 copying snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:14,880 copying snowflake/ml/jobs/_utils/scripts/constants.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:14,881 copying snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:14,884 copying snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:14,886 creating build/lib/snowflake/ml/modeling/multiclass 2026-04-01T01:43:14,888 copying snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-04-01T01:43:14,891 copying snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-04-01T01:43:14,894 copying snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/lib/snowflake/ml/modeling/multiclass 2026-04-01T01:43:14,897 copying snowflake/ml/modeling/multiclass/__init__.py -> build/lib/snowflake/ml/modeling/multiclass 2026-04-01T01:43:14,899 creating build/lib/snowflake/ml/modeling/semi_supervised 2026-04-01T01:43:14,900 copying snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-04-01T01:43:14,904 copying snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-04-01T01:43:14,907 copying snowflake/ml/modeling/semi_supervised/__init__.py -> build/lib/snowflake/ml/modeling/semi_supervised 2026-04-01T01:43:14,910 creating build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,911 copying snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,913 copying snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,917 copying snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,920 copying snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,922 copying snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,925 copying snowflake/ml/modeling/preprocessing/binarizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,927 copying snowflake/ml/modeling/preprocessing/normalizer.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,929 copying snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,932 copying snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,934 copying snowflake/ml/modeling/preprocessing/label_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,936 copying snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,939 copying snowflake/ml/modeling/preprocessing/__init__.py -> build/lib/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:14,941 creating build/lib/snowflake/ml/modeling/kernel_ridge 2026-04-01T01:43:14,942 copying snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-04-01T01:43:14,946 copying snowflake/ml/modeling/kernel_ridge/__init__.py -> build/lib/snowflake/ml/modeling/kernel_ridge 2026-04-01T01:43:14,948 creating build/lib/snowflake/ml/modeling/neighbors 2026-04-01T01:43:14,949 copying snowflake/ml/modeling/neighbors/kernel_density.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-01T01:43:14,952 copying snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-01T01:43:14,956 copying snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-01T01:43:14,959 copying snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-01T01:43:14,962 copying snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-01T01:43:14,965 copying snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-01T01:43:14,969 copying snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-01T01:43:14,972 copying snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-01T01:43:14,975 copying snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-01T01:43:14,978 copying snowflake/ml/modeling/neighbors/__init__.py -> build/lib/snowflake/ml/modeling/neighbors 2026-04-01T01:43:14,981 creating build/lib/snowflake/ml/modeling/decomposition 2026-04-01T01:43:14,982 copying snowflake/ml/modeling/decomposition/pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-01T01:43:14,985 copying snowflake/ml/modeling/decomposition/incremental_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-01T01:43:14,988 copying snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-01T01:43:14,992 copying snowflake/ml/modeling/decomposition/fast_ica.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-01T01:43:14,995 copying snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-01T01:43:14,998 copying snowflake/ml/modeling/decomposition/factor_analysis.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-01T01:43:15,002 copying snowflake/ml/modeling/decomposition/sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-01T01:43:15,005 copying snowflake/ml/modeling/decomposition/kernel_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-01T01:43:15,008 copying snowflake/ml/modeling/decomposition/truncated_svd.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-01T01:43:15,011 copying snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-01T01:43:15,014 copying snowflake/ml/modeling/decomposition/__init__.py -> build/lib/snowflake/ml/modeling/decomposition 2026-04-01T01:43:15,016 creating build/lib/snowflake/ml/modeling/discriminant_analysis 2026-04-01T01:43:15,017 copying snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-04-01T01:43:15,020 copying snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-04-01T01:43:15,023 copying snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/lib/snowflake/ml/modeling/discriminant_analysis 2026-04-01T01:43:15,026 creating build/lib/snowflake/ml/modeling/framework 2026-04-01T01:43:15,027 copying snowflake/ml/modeling/framework/_utils.py -> build/lib/snowflake/ml/modeling/framework 2026-04-01T01:43:15,029 copying snowflake/ml/modeling/framework/base.py -> build/lib/snowflake/ml/modeling/framework 2026-04-01T01:43:15,033 creating build/lib/snowflake/ml/modeling/svm 2026-04-01T01:43:15,034 copying snowflake/ml/modeling/svm/linear_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-04-01T01:43:15,037 copying snowflake/ml/modeling/svm/svc.py -> build/lib/snowflake/ml/modeling/svm 2026-04-01T01:43:15,040 copying snowflake/ml/modeling/svm/linear_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-04-01T01:43:15,044 copying snowflake/ml/modeling/svm/svr.py -> build/lib/snowflake/ml/modeling/svm 2026-04-01T01:43:15,047 copying snowflake/ml/modeling/svm/nu_svc.py -> build/lib/snowflake/ml/modeling/svm 2026-04-01T01:43:15,051 copying snowflake/ml/modeling/svm/__init__.py -> build/lib/snowflake/ml/modeling/svm 2026-04-01T01:43:15,052 copying snowflake/ml/modeling/svm/nu_svr.py -> build/lib/snowflake/ml/modeling/svm 2026-04-01T01:43:15,056 creating build/lib/snowflake/ml/modeling/xgboost 2026-04-01T01:43:15,057 copying snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-04-01T01:43:15,061 copying snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-04-01T01:43:15,065 copying snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/lib/snowflake/ml/modeling/xgboost 2026-04-01T01:43:15,068 copying snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/lib/snowflake/ml/modeling/xgboost 2026-04-01T01:43:15,071 copying snowflake/ml/modeling/xgboost/__init__.py -> build/lib/snowflake/ml/modeling/xgboost 2026-04-01T01:43:15,073 creating build/lib/snowflake/ml/modeling/covariance 2026-04-01T01:43:15,074 copying snowflake/ml/modeling/covariance/oas.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-01T01:43:15,077 copying snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-01T01:43:15,080 copying snowflake/ml/modeling/covariance/graphical_lasso.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-01T01:43:15,084 copying snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-01T01:43:15,087 copying snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-01T01:43:15,090 copying snowflake/ml/modeling/covariance/min_cov_det.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-01T01:43:15,093 copying snowflake/ml/modeling/covariance/empirical_covariance.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-01T01:43:15,096 copying snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-01T01:43:15,098 copying snowflake/ml/modeling/covariance/__init__.py -> build/lib/snowflake/ml/modeling/covariance 2026-04-01T01:43:15,101 creating build/lib/snowflake/ml/modeling/pipeline 2026-04-01T01:43:15,102 copying snowflake/ml/modeling/pipeline/pipeline.py -> build/lib/snowflake/ml/modeling/pipeline 2026-04-01T01:43:15,105 copying snowflake/ml/modeling/pipeline/__init__.py -> build/lib/snowflake/ml/modeling/pipeline 2026-04-01T01:43:15,107 creating build/lib/snowflake/ml/modeling/manifold 2026-04-01T01:43:15,108 copying snowflake/ml/modeling/manifold/spectral_embedding.py -> build/lib/snowflake/ml/modeling/manifold 2026-04-01T01:43:15,111 copying snowflake/ml/modeling/manifold/tsne.py -> build/lib/snowflake/ml/modeling/manifold 2026-04-01T01:43:15,114 copying snowflake/ml/modeling/manifold/isomap.py -> build/lib/snowflake/ml/modeling/manifold 2026-04-01T01:43:15,117 copying snowflake/ml/modeling/manifold/mds.py -> build/lib/snowflake/ml/modeling/manifold 2026-04-01T01:43:15,120 copying snowflake/ml/modeling/manifold/__init__.py -> build/lib/snowflake/ml/modeling/manifold 2026-04-01T01:43:15,123 creating build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,124 copying snowflake/ml/modeling/linear_model/lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,127 copying snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,130 copying snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,134 copying snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,136 copying snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,139 copying snowflake/ml/modeling/linear_model/lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,143 copying snowflake/ml/modeling/linear_model/huber_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,146 copying snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,149 copying snowflake/ml/modeling/linear_model/ridge_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,152 copying snowflake/ml/modeling/linear_model/ridge.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,155 copying snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,158 copying snowflake/ml/modeling/linear_model/linear_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,162 copying snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,165 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,168 copying snowflake/ml/modeling/linear_model/lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,172 copying snowflake/ml/modeling/linear_model/lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,176 copying snowflake/ml/modeling/linear_model/ard_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,179 copying snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,182 copying snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,185 copying snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,189 copying snowflake/ml/modeling/linear_model/elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,192 copying snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,196 copying snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,199 copying snowflake/ml/modeling/linear_model/logistic_regression.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,202 copying snowflake/ml/modeling/linear_model/lasso_lars.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,205 copying snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,208 copying snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,211 copying snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,214 copying snowflake/ml/modeling/linear_model/perceptron.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,218 copying snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,221 copying snowflake/ml/modeling/linear_model/__init__.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,223 copying snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,226 copying snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,230 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,232 copying snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,236 copying snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:15,240 creating build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:15,241 copying snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:15,244 copying snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:15,248 copying snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:15,251 copying snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:15,254 copying snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:15,257 copying snowflake/ml/modeling/kernel_approximation/__init__.py -> build/lib/snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:15,260 creating build/lib/snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:15,261 copying snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:15,264 copying snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:15,268 copying snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:15,270 copying snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:15,274 copying snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:15,277 copying snowflake/ml/modeling/naive_bayes/__init__.py -> build/lib/snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:15,279 creating build/lib/snowflake/ml/modeling/_internal 2026-04-01T01:43:15,280 copying snowflake/ml/modeling/_internal/estimator_utils.py -> build/lib/snowflake/ml/modeling/_internal 2026-04-01T01:43:15,282 copying snowflake/ml/modeling/_internal/transformer_protocols.py -> build/lib/snowflake/ml/modeling/_internal 2026-04-01T01:43:15,285 copying snowflake/ml/modeling/_internal/model_trainer.py -> build/lib/snowflake/ml/modeling/_internal 2026-04-01T01:43:15,286 copying snowflake/ml/modeling/_internal/model_specifications.py -> build/lib/snowflake/ml/modeling/_internal 2026-04-01T01:43:15,288 copying snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-04-01T01:43:15,291 copying snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/lib/snowflake/ml/modeling/_internal 2026-04-01T01:43:15,293 creating build/lib/snowflake/ml/modeling/neural_network 2026-04-01T01:43:15,294 copying snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/lib/snowflake/ml/modeling/neural_network 2026-04-01T01:43:15,297 copying snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/lib/snowflake/ml/modeling/neural_network 2026-04-01T01:43:15,300 copying snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/lib/snowflake/ml/modeling/neural_network 2026-04-01T01:43:15,304 copying snowflake/ml/modeling/neural_network/__init__.py -> build/lib/snowflake/ml/modeling/neural_network 2026-04-01T01:43:15,306 creating build/lib/snowflake/ml/modeling/calibration 2026-04-01T01:43:15,307 copying snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/lib/snowflake/ml/modeling/calibration 2026-04-01T01:43:15,310 copying snowflake/ml/modeling/calibration/__init__.py -> build/lib/snowflake/ml/modeling/calibration 2026-04-01T01:43:15,313 creating build/lib/snowflake/ml/modeling/feature_selection 2026-04-01T01:43:15,314 copying snowflake/ml/modeling/feature_selection/select_k_best.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-01T01:43:15,317 copying snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-01T01:43:15,320 copying snowflake/ml/modeling/feature_selection/select_fdr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-01T01:43:15,323 copying snowflake/ml/modeling/feature_selection/select_percentile.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-01T01:43:15,326 copying snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-01T01:43:15,330 copying snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-01T01:43:15,333 copying snowflake/ml/modeling/feature_selection/select_fpr.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-01T01:43:15,336 copying snowflake/ml/modeling/feature_selection/select_fwe.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-01T01:43:15,340 copying snowflake/ml/modeling/feature_selection/__init__.py -> build/lib/snowflake/ml/modeling/feature_selection 2026-04-01T01:43:15,342 creating build/lib/snowflake/ml/modeling/compose 2026-04-01T01:43:15,344 copying snowflake/ml/modeling/compose/column_transformer.py -> build/lib/snowflake/ml/modeling/compose 2026-04-01T01:43:15,347 copying snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/lib/snowflake/ml/modeling/compose 2026-04-01T01:43:15,350 copying snowflake/ml/modeling/compose/__init__.py -> build/lib/snowflake/ml/modeling/compose 2026-04-01T01:43:15,352 creating build/lib/snowflake/ml/modeling/mixture 2026-04-01T01:43:15,353 copying snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-04-01T01:43:15,356 copying snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/lib/snowflake/ml/modeling/mixture 2026-04-01T01:43:15,359 copying snowflake/ml/modeling/mixture/__init__.py -> build/lib/snowflake/ml/modeling/mixture 2026-04-01T01:43:15,361 creating build/lib/snowflake/ml/modeling/parameters 2026-04-01T01:43:15,362 copying snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/lib/snowflake/ml/modeling/parameters 2026-04-01T01:43:15,364 copying snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/lib/snowflake/ml/modeling/parameters 2026-04-01T01:43:15,366 copying snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/lib/snowflake/ml/modeling/parameters 2026-04-01T01:43:15,368 creating build/lib/snowflake/ml/modeling/tree 2026-04-01T01:43:15,369 copying snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-04-01T01:43:15,374 copying snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-04-01T01:43:15,377 copying snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/lib/snowflake/ml/modeling/tree 2026-04-01T01:43:15,380 copying snowflake/ml/modeling/tree/__init__.py -> build/lib/snowflake/ml/modeling/tree 2026-04-01T01:43:15,382 copying snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/lib/snowflake/ml/modeling/tree 2026-04-01T01:43:15,386 creating build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,387 copying snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,391 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,394 copying snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,397 copying snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,400 copying snowflake/ml/modeling/ensemble/voting_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,404 copying snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,407 copying snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,411 copying snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,414 copying snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,417 copying snowflake/ml/modeling/ensemble/isolation_forest.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,420 copying snowflake/ml/modeling/ensemble/__init__.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,421 copying snowflake/ml/modeling/ensemble/voting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,424 copying snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,427 copying snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,431 copying snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,434 copying snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,438 copying snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/lib/snowflake/ml/modeling/ensemble 2026-04-01T01:43:15,442 creating build/lib/snowflake/ml/modeling/metrics 2026-04-01T01:43:15,443 copying snowflake/ml/modeling/metrics/regression.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-01T01:43:15,447 copying snowflake/ml/modeling/metrics/covariance.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-01T01:43:15,449 copying snowflake/ml/modeling/metrics/metrics_utils.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-01T01:43:15,452 copying snowflake/ml/modeling/metrics/correlation.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-01T01:43:15,454 copying snowflake/ml/modeling/metrics/classification.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-01T01:43:15,458 copying snowflake/ml/modeling/metrics/__init__.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-01T01:43:15,460 copying snowflake/ml/modeling/metrics/ranking.py -> build/lib/snowflake/ml/modeling/metrics 2026-04-01T01:43:15,463 creating build/lib/snowflake/ml/modeling/gaussian_process 2026-04-01T01:43:15,464 copying snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-04-01T01:43:15,466 copying snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-04-01T01:43:15,469 copying snowflake/ml/modeling/gaussian_process/__init__.py -> build/lib/snowflake/ml/modeling/gaussian_process 2026-04-01T01:43:15,471 creating build/lib/snowflake/ml/modeling/lightgbm 2026-04-01T01:43:15,472 copying snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-04-01T01:43:15,476 copying snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-04-01T01:43:15,479 copying snowflake/ml/modeling/lightgbm/__init__.py -> build/lib/snowflake/ml/modeling/lightgbm 2026-04-01T01:43:15,481 creating build/lib/snowflake/ml/modeling/model_selection 2026-04-01T01:43:15,482 copying snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-04-01T01:43:15,485 copying snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/lib/snowflake/ml/modeling/model_selection 2026-04-01T01:43:15,488 copying snowflake/ml/modeling/model_selection/__init__.py -> build/lib/snowflake/ml/modeling/model_selection 2026-04-01T01:43:15,491 creating build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,492 copying snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,495 copying snowflake/ml/modeling/cluster/affinity_propagation.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,498 copying snowflake/ml/modeling/cluster/dbscan.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,501 copying snowflake/ml/modeling/cluster/k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,504 copying snowflake/ml/modeling/cluster/birch.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,507 copying snowflake/ml/modeling/cluster/spectral_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,511 copying snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,513 copying snowflake/ml/modeling/cluster/optics.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,516 copying snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,520 copying snowflake/ml/modeling/cluster/mean_shift.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,523 copying snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,526 copying snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,529 copying snowflake/ml/modeling/cluster/__init__.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,530 copying snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/lib/snowflake/ml/modeling/cluster 2026-04-01T01:43:15,534 creating build/lib/snowflake/ml/modeling/impute 2026-04-01T01:43:15,535 copying snowflake/ml/modeling/impute/iterative_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-04-01T01:43:15,538 copying snowflake/ml/modeling/impute/simple_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-04-01T01:43:15,540 copying snowflake/ml/modeling/impute/knn_imputer.py -> build/lib/snowflake/ml/modeling/impute 2026-04-01T01:43:15,543 copying snowflake/ml/modeling/impute/missing_indicator.py -> build/lib/snowflake/ml/modeling/impute 2026-04-01T01:43:15,546 copying snowflake/ml/modeling/impute/__init__.py -> build/lib/snowflake/ml/modeling/impute 2026-04-01T01:43:15,548 creating build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-01T01:43:15,549 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-01T01:43:15,552 copying snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-01T01:43:15,555 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-01T01:43:15,557 copying snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-01T01:43:15,560 copying snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/lib/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-01T01:43:15,563 creating build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-04-01T01:43:15,564 copying snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-04-01T01:43:15,566 copying snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/lib/snowflake/ml/modeling/_internal/local_implementations 2026-04-01T01:43:15,569 creating build/lib/snowflake/ml/monitoring/_client 2026-04-01T01:43:15,570 copying snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/lib/snowflake/ml/monitoring/_client 2026-04-01T01:43:15,574 creating build/lib/snowflake/ml/monitoring/entities 2026-04-01T01:43:15,575 copying snowflake/ml/monitoring/entities/model_monitor_config.py -> build/lib/snowflake/ml/monitoring/entities 2026-04-01T01:43:15,578 creating build/lib/snowflake/ml/monitoring/_manager 2026-04-01T01:43:15,579 copying snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/lib/snowflake/ml/monitoring/_manager 2026-04-01T01:43:15,582 creating build/lib/snowflake/ml/experiment/callback 2026-04-01T01:43:15,583 copying snowflake/ml/experiment/callback/keras.py -> build/lib/snowflake/ml/experiment/callback 2026-04-01T01:43:15,585 copying snowflake/ml/experiment/callback/xgboost.py -> build/lib/snowflake/ml/experiment/callback 2026-04-01T01:43:15,587 copying snowflake/ml/experiment/callback/lightgbm.py -> build/lib/snowflake/ml/experiment/callback 2026-04-01T01:43:15,590 creating build/lib/snowflake/ml/experiment/_client 2026-04-01T01:43:15,591 copying snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/lib/snowflake/ml/experiment/_client 2026-04-01T01:43:15,593 copying snowflake/ml/experiment/_client/artifact.py -> build/lib/snowflake/ml/experiment/_client 2026-04-01T01:43:15,596 creating build/lib/snowflake/ml/experiment/_logging 2026-04-01T01:43:15,597 copying snowflake/ml/experiment/_logging/experiment_logging_context.py -> build/lib/snowflake/ml/experiment/_logging 2026-04-01T01:43:15,598 copying snowflake/ml/experiment/_logging/__init__.py -> build/lib/snowflake/ml/experiment/_logging 2026-04-01T01:43:15,601 copying snowflake/ml/experiment/_logging/experiment_logger.py -> build/lib/snowflake/ml/experiment/_logging 2026-04-01T01:43:15,603 creating build/lib/snowflake/ml/experiment/_entities 2026-04-01T01:43:15,604 copying snowflake/ml/experiment/_entities/run_metadata.py -> build/lib/snowflake/ml/experiment/_entities 2026-04-01T01:43:15,606 copying snowflake/ml/experiment/_entities/run.py -> build/lib/snowflake/ml/experiment/_entities 2026-04-01T01:43:15,607 copying snowflake/ml/experiment/_entities/experiment.py -> build/lib/snowflake/ml/experiment/_entities 2026-04-01T01:43:15,609 copying snowflake/ml/experiment/_entities/__init__.py -> build/lib/snowflake/ml/experiment/_entities 2026-04-01T01:43:15,612 running egg_info 2026-04-01T01:43:15,621 writing snowflake_ml_python.egg-info/PKG-INFO 2026-04-01T01:43:15,640 writing dependency_links to snowflake_ml_python.egg-info/dependency_links.txt 2026-04-01T01:43:15,651 writing requirements to snowflake_ml_python.egg-info/requires.txt 2026-04-01T01:43:15,652 writing top-level names to snowflake_ml_python.egg-info/top_level.txt 2026-04-01T01:43:15,816 reading manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-01T01:43:15,843 adding license file 'LICENSE.txt' 2026-04-01T01:43:15,873 writing manifest file 'snowflake_ml_python.egg-info/SOURCES.txt' 2026-04-01T01:43:16,034 copying snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,037 copying snowflake/ml/model/_model_composer/model_method/infer_function_init_once.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,039 copying snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,041 copying snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/lib/snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,056 copying snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-04-01T01:43:16,059 copying snowflake/ml/_internal/human_readable_id/animals.txt -> build/lib/snowflake/ml/_internal/human_readable_id 2026-04-01T01:43:16,063 copying snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-04-01T01:43:16,066 copying snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/airline_features 2026-04-01T01:43:16,068 copying snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/citibike_trip_features 2026-04-01T01:43:16,071 copying snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/lib/snowflake/ml/feature_store/examples/wine_quality_features 2026-04-01T01:43:16,073 creating build/lib/snowflake/ml/feature_store/examples/source_data 2026-04-01T01:43:16,074 copying snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-04-01T01:43:16,076 copying snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-04-01T01:43:16,079 copying snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-04-01T01:43:16,081 copying snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-04-01T01:43:16,083 copying snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/lib/snowflake/ml/feature_store/examples/source_data 2026-04-01T01:43:16,096 copying snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:16,098 copying snowflake/ml/jobs/_utils/scripts/startup.sh -> build/lib/snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:16,144 copying snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/lib/snowflake/ml/modeling/linear_model 2026-04-01T01:43:16,190 creating build/lib/snowflake/ml/monitoring/_client/queries 2026-04-01T01:43:16,191 copying snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-04-01T01:43:16,193 copying snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/lib/snowflake/ml/monitoring/_client/queries 2026-04-01T01:43:16,251 installing to build/bdist.linux-armv7l/wheel 2026-04-01T01:43:16,252 running install 2026-04-01T01:43:16,276 running install_lib 2026-04-01T01:43:16,282 creating build/bdist.linux-armv7l/wheel 2026-04-01T01:43:16,284 creating build/bdist.linux-armv7l/wheel/snowflake 2026-04-01T01:43:16,286 creating build/bdist.linux-armv7l/wheel/snowflake/ml 2026-04-01T01:43:16,288 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model 2026-04-01T01:43:16,289 copying build/lib/snowflake/ml/model/target_platform.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-01T01:43:16,291 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager 2026-04-01T01:43:16,293 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta 2026-04-01T01:43:16,294 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-04-01T01:43:16,296 copying build/lib/snowflake/ml/model/_packager/model_meta/model_meta_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-04-01T01:43:16,298 copying build/lib/snowflake/ml/model/_packager/model_meta/model_blob_meta.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta 2026-04-01T01:43:16,301 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_runtime 2026-04-01T01:43:16,302 copying build/lib/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-04-01T01:43:16,304 copying build/lib/snowflake/ml/model/_packager/model_runtime/model_runtime.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_runtime 2026-04-01T01:43:16,306 copying build/lib/snowflake/ml/model/_packager/model_packager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-04-01T01:43:16,309 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_meta_migrator 2026-04-01T01:43:16,310 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-04-01T01:43:16,312 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-04-01T01:43:16,314 copying build/lib/snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_meta_migrator 2026-04-01T01:43:16,316 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_task 2026-04-01T01:43:16,317 copying build/lib/snowflake/ml/model/_packager/model_task/model_task_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_task 2026-04-01T01:43:16,320 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,321 copying build/lib/snowflake/ml/model/_packager/model_handlers/mlflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,324 copying build/lib/snowflake/ml/model/_packager/model_handlers/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,327 copying build/lib/snowflake/ml/model/_packager/model_handlers/pytorch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,329 copying build/lib/snowflake/ml/model/_packager/model_handlers/snowmlmodel.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,332 copying build/lib/snowflake/ml/model/_packager/model_handlers/tensorflow.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,334 copying build/lib/snowflake/ml/model/_packager/model_handlers/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,336 copying build/lib/snowflake/ml/model/_packager/model_handlers/catboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,338 copying build/lib/snowflake/ml/model/_packager/model_handlers/prophet.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,340 copying build/lib/snowflake/ml/model/_packager/model_handlers/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,343 copying build/lib/snowflake/ml/model/_packager/model_handlers/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,346 copying build/lib/snowflake/ml/model/_packager/model_handlers/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,348 copying build/lib/snowflake/ml/model/_packager/model_handlers/torchscript.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,350 copying build/lib/snowflake/ml/model/_packager/model_handlers/sentence_transformers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,353 copying build/lib/snowflake/ml/model/_packager/model_handlers/sklearn.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,356 copying build/lib/snowflake/ml/model/_packager/model_handlers/custom.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,358 copying build/lib/snowflake/ml/model/_packager/model_handlers/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers 2026-04-01T01:43:16,360 copying build/lib/snowflake/ml/model/_packager/model_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager 2026-04-01T01:43:16,363 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_handlers_migrator 2026-04-01T01:43:16,364 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-04-01T01:43:16,366 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-04-01T01:43:16,367 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-04-01T01:43:16,370 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-04-01T01:43:16,372 copying build/lib/snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_handlers_migrator 2026-04-01T01:43:16,374 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_packager/model_env 2026-04-01T01:43:16,375 copying build/lib/snowflake/ml/model/_packager/model_env/model_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_packager/model_env 2026-04-01T01:43:16,378 copying build/lib/snowflake/ml/model/compute_pool.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-01T01:43:16,380 copying build/lib/snowflake/ml/model/inference_engine.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-01T01:43:16,382 copying build/lib/snowflake/ml/model/volatility.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-01T01:43:16,383 copying build/lib/snowflake/ml/model/custom_model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-01T01:43:16,387 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client 2026-04-01T01:43:16,388 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/service 2026-04-01T01:43:16,390 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-04-01T01:43:16,392 copying build/lib/snowflake/ml/model/_client/service/import_model_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-04-01T01:43:16,394 copying build/lib/snowflake/ml/model/_client/service/model_deployment_spec_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/service 2026-04-01T01:43:16,396 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/model 2026-04-01T01:43:16,397 copying build/lib/snowflake/ml/model/_client/model/model_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-04-01T01:43:16,400 copying build/lib/snowflake/ml/model/_client/model/inference_engine_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-04-01T01:43:16,402 copying build/lib/snowflake/ml/model/_client/model/batch_inference_specs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-04-01T01:43:16,404 copying build/lib/snowflake/ml/model/_client/model/model_version_impl.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/model 2026-04-01T01:43:16,408 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/sql 2026-04-01T01:43:16,409 copying build/lib/snowflake/ml/model/_client/sql/stage.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-04-01T01:43:16,411 copying build/lib/snowflake/ml/model/_client/sql/tag.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-04-01T01:43:16,414 copying build/lib/snowflake/ml/model/_client/sql/model_version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-04-01T01:43:16,417 copying build/lib/snowflake/ml/model/_client/sql/model.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-04-01T01:43:16,419 copying build/lib/snowflake/ml/model/_client/sql/_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-04-01T01:43:16,421 copying build/lib/snowflake/ml/model/_client/sql/service.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/sql 2026-04-01T01:43:16,424 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_client/ops 2026-04-01T01:43:16,425 copying build/lib/snowflake/ml/model/_client/ops/service_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-04-01T01:43:16,428 copying build/lib/snowflake/ml/model/_client/ops/metadata_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-04-01T01:43:16,431 copying build/lib/snowflake/ml/model/_client/ops/model_ops.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-04-01T01:43:16,434 copying build/lib/snowflake/ml/model/_client/ops/param_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-04-01T01:43:16,436 copying build/lib/snowflake/ml/model/_client/ops/deployment_step.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_client/ops 2026-04-01T01:43:16,438 copying build/lib/snowflake/ml/model/code_path.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-01T01:43:16,440 copying build/lib/snowflake/ml/model/model_signature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-01T01:43:16,444 copying build/lib/snowflake/ml/model/openai_signatures.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-01T01:43:16,447 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer 2026-04-01T01:43:16,449 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_manifest 2026-04-01T01:43:16,450 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-04-01T01:43:16,452 copying build/lib/snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_manifest 2026-04-01T01:43:16,454 copying build/lib/snowflake/ml/model/_model_composer/model_composer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer 2026-04-01T01:43:16,457 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,458 copying build/lib/snowflake/ml/model/_model_composer/model_method/model_method.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,461 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_function_init_once.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,462 copying build/lib/snowflake/ml/model/_model_composer/model_method/function_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,464 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,466 copying build/lib/snowflake/ml/model/_model_composer/model_method/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,468 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_function.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,470 copying build/lib/snowflake/ml/model/_model_composer/model_method/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,472 copying build/lib/snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_method 2026-04-01T01:43:16,474 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_model_composer/model_user_file 2026-04-01T01:43:16,475 copying build/lib/snowflake/ml/model/_model_composer/model_user_file/model_user_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_model_composer/model_user_file 2026-04-01T01:43:16,478 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/batch 2026-04-01T01:43:16,479 copying build/lib/snowflake/ml/model/batch/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/batch 2026-04-01T01:43:16,481 copying build/lib/snowflake/ml/model/event_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-01T01:43:16,483 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/_signatures 2026-04-01T01:43:16,484 copying build/lib/snowflake/ml/model/_signatures/pytorch_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-01T01:43:16,487 copying build/lib/snowflake/ml/model/_signatures/core.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-01T01:43:16,489 copying build/lib/snowflake/ml/model/_signatures/numpy_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-01T01:43:16,492 copying build/lib/snowflake/ml/model/_signatures/snowpark_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-01T01:43:16,494 copying build/lib/snowflake/ml/model/_signatures/tensorflow_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-01T01:43:16,496 copying build/lib/snowflake/ml/model/_signatures/dmatrix_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-01T01:43:16,498 copying build/lib/snowflake/ml/model/_signatures/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-01T01:43:16,501 copying build/lib/snowflake/ml/model/_signatures/builtins_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-01T01:43:16,503 copying build/lib/snowflake/ml/model/_signatures/pandas_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-01T01:43:16,505 copying build/lib/snowflake/ml/model/_signatures/base_handler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/_signatures 2026-04-01T01:43:16,508 creating build/bdist.linux-armv7l/wheel/snowflake/ml/model/models 2026-04-01T01:43:16,509 copying build/lib/snowflake/ml/model/models/huggingface.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-04-01T01:43:16,511 copying build/lib/snowflake/ml/model/models/huggingface_pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model/models 2026-04-01T01:43:16,513 copying build/lib/snowflake/ml/model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-01T01:43:16,515 copying build/lib/snowflake/ml/model/task.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-01T01:43:16,517 copying build/lib/snowflake/ml/model/type_hints.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/model 2026-04-01T01:43:16,520 creating build/bdist.linux-armv7l/wheel/snowflake/ml/fileset 2026-04-01T01:43:16,521 copying build/lib/snowflake/ml/fileset/sfcfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-04-01T01:43:16,524 copying build/lib/snowflake/ml/fileset/stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-04-01T01:43:16,528 copying build/lib/snowflake/ml/fileset/embedded_stage_fs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-04-01T01:43:16,530 copying build/lib/snowflake/ml/fileset/snowfs.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-04-01T01:43:16,532 copying build/lib/snowflake/ml/fileset/fileset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/fileset 2026-04-01T01:43:16,535 copying build/lib/snowflake/ml/version.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml 2026-04-01T01:43:16,538 creating build/bdist.linux-armv7l/wheel/snowflake/ml/lineage 2026-04-01T01:43:16,539 copying build/lib/snowflake/ml/lineage/lineage_node.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-04-01T01:43:16,541 copying build/lib/snowflake/ml/lineage/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/lineage 2026-04-01T01:43:16,544 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data 2026-04-01T01:43:16,545 copying build/lib/snowflake/ml/data/data_connector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-04-01T01:43:16,547 copying build/lib/snowflake/ml/data/ingestor_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-04-01T01:43:16,550 creating build/bdist.linux-armv7l/wheel/snowflake/ml/data/_internal 2026-04-01T01:43:16,551 copying build/lib/snowflake/ml/data/_internal/arrow_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data/_internal 2026-04-01T01:43:16,553 copying build/lib/snowflake/ml/data/torch_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-04-01T01:43:16,555 copying build/lib/snowflake/ml/data/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-04-01T01:43:16,557 copying build/lib/snowflake/ml/data/data_ingestor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-04-01T01:43:16,559 copying build/lib/snowflake/ml/data/data_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/data 2026-04-01T01:43:16,561 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal 2026-04-01T01:43:16,562 copying build/lib/snowflake/ml/_internal/file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-01T01:43:16,565 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/lineage 2026-04-01T01:43:16,566 copying build/lib/snowflake/ml/_internal/lineage/lineage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/lineage 2026-04-01T01:43:16,568 copying build/lib/snowflake/ml/_internal/telemetry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-01T01:43:16,572 copying build/lib/snowflake/ml/_internal/platform_capabilities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-01T01:43:16,574 copying build/lib/snowflake/ml/_internal/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-01T01:43:16,576 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/utils 2026-04-01T01:43:16,577 copying build/lib/snowflake/ml/_internal/utils/url.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,579 copying build/lib/snowflake/ml/_internal/utils/snowpark_dataframe_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,581 copying build/lib/snowflake/ml/_internal/utils/pkg_version_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,583 copying build/lib/snowflake/ml/_internal/utils/table_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,585 copying build/lib/snowflake/ml/_internal/utils/snowflake_env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,588 copying build/lib/snowflake/ml/_internal/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,590 copying build/lib/snowflake/ml/_internal/utils/import_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,591 copying build/lib/snowflake/ml/_internal/utils/jwt_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,593 copying build/lib/snowflake/ml/_internal/utils/result.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,595 copying build/lib/snowflake/ml/_internal/utils/service_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,597 copying build/lib/snowflake/ml/_internal/utils/sql_identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,599 copying build/lib/snowflake/ml/_internal/utils/parallelize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,601 copying build/lib/snowflake/ml/_internal/utils/temp_file_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,603 copying build/lib/snowflake/ml/_internal/utils/query_result_checker.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,605 copying build/lib/snowflake/ml/_internal/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,607 copying build/lib/snowflake/ml/_internal/utils/identifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,610 copying build/lib/snowflake/ml/_internal/utils/mixins.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,612 copying build/lib/snowflake/ml/_internal/utils/db_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,614 copying build/lib/snowflake/ml/_internal/utils/tee.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/utils 2026-04-01T01:43:16,616 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/exceptions 2026-04-01T01:43:16,618 copying build/lib/snowflake/ml/_internal/exceptions/modeling_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-01T01:43:16,619 copying build/lib/snowflake/ml/_internal/exceptions/dataset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-01T01:43:16,621 copying build/lib/snowflake/ml/_internal/exceptions/fileset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-01T01:43:16,623 copying build/lib/snowflake/ml/_internal/exceptions/sql_error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-01T01:43:16,624 copying build/lib/snowflake/ml/_internal/exceptions/error_codes.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-01T01:43:16,626 copying build/lib/snowflake/ml/_internal/exceptions/exceptions.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-01T01:43:16,628 copying build/lib/snowflake/ml/_internal/exceptions/fileset_error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-01T01:43:16,630 copying build/lib/snowflake/ml/_internal/exceptions/error_messages.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-01T01:43:16,632 copying build/lib/snowflake/ml/_internal/exceptions/dataset_errors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/exceptions 2026-04-01T01:43:16,633 copying build/lib/snowflake/ml/_internal/env.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-01T01:43:16,635 copying build/lib/snowflake/ml/_internal/init_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-01T01:43:16,637 copying build/lib/snowflake/ml/_internal/relax_version_strategy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-01T01:43:16,639 creating build/bdist.linux-armv7l/wheel/snowflake/ml/_internal/human_readable_id 2026-04-01T01:43:16,640 copying build/lib/snowflake/ml/_internal/human_readable_id/animals.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-04-01T01:43:16,642 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-04-01T01:43:16,644 copying build/lib/snowflake/ml/_internal/human_readable_id/hrid_generator_base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-04-01T01:43:16,646 copying build/lib/snowflake/ml/_internal/human_readable_id/adjectives.txt -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal/human_readable_id 2026-04-01T01:43:16,648 copying build/lib/snowflake/ml/_internal/env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-01T01:43:16,651 copying build/lib/snowflake/ml/_internal/migrator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/_internal 2026-04-01T01:43:16,654 creating build/bdist.linux-armv7l/wheel/snowflake/ml/utils 2026-04-01T01:43:16,655 copying build/lib/snowflake/ml/utils/stage_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-04-01T01:43:16,657 copying build/lib/snowflake/ml/utils/connection_params.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-04-01T01:43:16,659 copying build/lib/snowflake/ml/utils/html_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-04-01T01:43:16,662 copying build/lib/snowflake/ml/utils/sparse.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-04-01T01:43:16,664 copying build/lib/snowflake/ml/utils/authentication.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-04-01T01:43:16,665 copying build/lib/snowflake/ml/utils/sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/utils 2026-04-01T01:43:16,668 creating build/bdist.linux-armv7l/wheel/snowflake/ml/dataset 2026-04-01T01:43:16,669 copying build/lib/snowflake/ml/dataset/dataset_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-04-01T01:43:16,671 copying build/lib/snowflake/ml/dataset/dataset_factory.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-04-01T01:43:16,673 copying build/lib/snowflake/ml/dataset/dataset_reader.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-04-01T01:43:16,675 copying build/lib/snowflake/ml/dataset/dataset.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-04-01T01:43:16,678 copying build/lib/snowflake/ml/dataset/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/dataset 2026-04-01T01:43:16,681 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store 2026-04-01T01:43:16,682 copying build/lib/snowflake/ml/feature_store/feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-01T01:43:16,684 copying build/lib/snowflake/ml/feature_store/tile_sql_generator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-01T01:43:16,687 copying build/lib/snowflake/ml/feature_store/feature_store.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-01T01:43:16,693 copying build/lib/snowflake/ml/feature_store/feature_view.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-01T01:43:16,696 copying build/lib/snowflake/ml/feature_store/entity.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-01T01:43:16,699 copying build/lib/snowflake/ml/feature_store/access_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-01T01:43:16,702 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/spec 2026-04-01T01:43:16,703 copying build/lib/snowflake/ml/feature_store/spec/builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/spec 2026-04-01T01:43:16,706 copying build/lib/snowflake/ml/feature_store/spec/enums.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/spec 2026-04-01T01:43:16,707 copying build/lib/snowflake/ml/feature_store/spec/models.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/spec 2026-04-01T01:43:16,710 copying build/lib/snowflake/ml/feature_store/spec/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/spec 2026-04-01T01:43:16,712 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples 2026-04-01T01:43:16,713 copying build/lib/snowflake/ml/feature_store/examples/example_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples 2026-04-01T01:43:16,717 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features 2026-04-01T01:43:16,718 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-04-01T01:43:16,720 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-04-01T01:43:16,721 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-04-01T01:43:16,723 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features/features 2026-04-01T01:43:16,725 copying build/lib/snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/new_york_taxi_features 2026-04-01T01:43:16,728 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features 2026-04-01T01:43:16,729 copying build/lib/snowflake/ml/feature_store/examples/airline_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-04-01T01:43:16,731 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/airline_features/features 2026-04-01T01:43:16,732 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/weather_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-04-01T01:43:16,734 copying build/lib/snowflake/ml/feature_store/examples/airline_features/features/plane_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features/features 2026-04-01T01:43:16,736 copying build/lib/snowflake/ml/feature_store/examples/airline_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/airline_features 2026-04-01T01:43:16,739 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features 2026-04-01T01:43:16,740 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-04-01T01:43:16,742 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-04-01T01:43:16,743 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-04-01T01:43:16,745 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features/features 2026-04-01T01:43:16,747 copying build/lib/snowflake/ml/feature_store/examples/citibike_trip_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/citibike_trip_features 2026-04-01T01:43:16,750 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features 2026-04-01T01:43:16,751 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/source.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-04-01T01:43:16,753 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/wine_quality_features/features 2026-04-01T01:43:16,754 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-04-01T01:43:16,756 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features/features 2026-04-01T01:43:16,758 copying build/lib/snowflake/ml/feature_store/examples/wine_quality_features/entities.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/wine_quality_features 2026-04-01T01:43:16,760 creating build/bdist.linux-armv7l/wheel/snowflake/ml/feature_store/examples/source_data 2026-04-01T01:43:16,762 copying build/lib/snowflake/ml/feature_store/examples/source_data/airline.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-04-01T01:43:16,763 copying build/lib/snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-04-01T01:43:16,765 copying build/lib/snowflake/ml/feature_store/examples/source_data/winequality_red.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-04-01T01:43:16,767 copying build/lib/snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-04-01T01:43:16,769 copying build/lib/snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store/examples/source_data 2026-04-01T01:43:16,771 copying build/lib/snowflake/ml/feature_store/stream_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-01T01:43:16,773 copying build/lib/snowflake/ml/feature_store/request_source.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-01T01:43:16,775 copying build/lib/snowflake/ml/feature_store/aggregation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-01T01:43:16,778 copying build/lib/snowflake/ml/feature_store/metadata_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-01T01:43:16,780 copying build/lib/snowflake/ml/feature_store/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/feature_store 2026-04-01T01:43:16,782 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry 2026-04-01T01:43:16,783 copying build/lib/snowflake/ml/registry/registry.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-04-01T01:43:16,787 creating build/bdist.linux-armv7l/wheel/snowflake/ml/registry/_manager 2026-04-01T01:43:16,788 copying build/lib/snowflake/ml/registry/_manager/model_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-04-01T01:43:16,791 copying build/lib/snowflake/ml/registry/_manager/model_parameter_reconciler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry/_manager 2026-04-01T01:43:16,793 copying build/lib/snowflake/ml/registry/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/registry 2026-04-01T01:43:16,795 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs 2026-04-01T01:43:16,797 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_interop 2026-04-01T01:43:16,798 copying build/lib/snowflake/ml/jobs/_interop/exception_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-01T01:43:16,801 copying build/lib/snowflake/ml/jobs/_interop/results.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-01T01:43:16,802 copying build/lib/snowflake/ml/jobs/_interop/data_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-01T01:43:16,805 copying build/lib/snowflake/ml/jobs/_interop/dto_schema.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-01T01:43:16,807 copying build/lib/snowflake/ml/jobs/_interop/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-01T01:43:16,809 copying build/lib/snowflake/ml/jobs/_interop/protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-01T01:43:16,812 copying build/lib/snowflake/ml/jobs/_interop/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-01T01:43:16,813 copying build/lib/snowflake/ml/jobs/_interop/legacy.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_interop 2026-04-01T01:43:16,815 copying build/lib/snowflake/ml/jobs/job_definition.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-04-01T01:43:16,818 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils 2026-04-01T01:43:16,820 copying build/lib/snowflake/ml/jobs/_utils/payload_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-01T01:43:16,822 copying build/lib/snowflake/ml/jobs/_utils/stage_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-01T01:43:16,824 copying build/lib/snowflake/ml/jobs/_utils/arg_protocol.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-01T01:43:16,826 copying build/lib/snowflake/ml/jobs/_utils/type_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-01T01:43:16,828 copying build/lib/snowflake/ml/jobs/_utils/feature_flags.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-01T01:43:16,830 copying build/lib/snowflake/ml/jobs/_utils/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-01T01:43:16,832 copying build/lib/snowflake/ml/jobs/_utils/runtime_env_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-01T01:43:16,835 creating build/bdist.linux-armv7l/wheel/snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:16,836 copying build/lib/snowflake/ml/jobs/_utils/scripts/startup.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:16,838 copying build/lib/snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:16,840 copying build/lib/snowflake/ml/jobs/_utils/scripts/mljob_launcher.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:16,843 copying build/lib/snowflake/ml/jobs/_utils/scripts/constants.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:16,844 copying build/lib/snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:16,846 copying build/lib/snowflake/ml/jobs/_utils/scripts/signal_workers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:16,848 copying build/lib/snowflake/ml/jobs/_utils/scripts/get_instance_ip.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils/scripts 2026-04-01T01:43:16,851 copying build/lib/snowflake/ml/jobs/_utils/query_helper.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-01T01:43:16,852 copying build/lib/snowflake/ml/jobs/_utils/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs/_utils 2026-04-01T01:43:16,854 copying build/lib/snowflake/ml/jobs/decorators.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-04-01T01:43:16,855 copying build/lib/snowflake/ml/jobs/job.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-04-01T01:43:16,858 copying build/lib/snowflake/ml/jobs/manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-04-01T01:43:16,861 copying build/lib/snowflake/ml/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/jobs 2026-04-01T01:43:16,863 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling 2026-04-01T01:43:16,865 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/multiclass 2026-04-01T01:43:16,866 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_one_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-04-01T01:43:16,869 copying build/lib/snowflake/ml/modeling/multiclass/output_code_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-04-01T01:43:16,872 copying build/lib/snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-04-01T01:43:16,876 copying build/lib/snowflake/ml/modeling/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/multiclass 2026-04-01T01:43:16,878 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/semi_supervised 2026-04-01T01:43:16,879 copying build/lib/snowflake/ml/modeling/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-04-01T01:43:16,883 copying build/lib/snowflake/ml/modeling/semi_supervised/label_spreading.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-04-01T01:43:16,886 copying build/lib/snowflake/ml/modeling/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/semi_supervised 2026-04-01T01:43:16,888 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,889 copying build/lib/snowflake/ml/modeling/preprocessing/k_bins_discretizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,892 copying build/lib/snowflake/ml/modeling/preprocessing/one_hot_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,895 copying build/lib/snowflake/ml/modeling/preprocessing/polynomial_features.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,899 copying build/lib/snowflake/ml/modeling/preprocessing/max_abs_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,901 copying build/lib/snowflake/ml/modeling/preprocessing/min_max_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,904 copying build/lib/snowflake/ml/modeling/preprocessing/binarizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,906 copying build/lib/snowflake/ml/modeling/preprocessing/normalizer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,908 copying build/lib/snowflake/ml/modeling/preprocessing/robust_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,910 copying build/lib/snowflake/ml/modeling/preprocessing/standard_scaler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,913 copying build/lib/snowflake/ml/modeling/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,915 copying build/lib/snowflake/ml/modeling/preprocessing/ordinal_encoder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,918 copying build/lib/snowflake/ml/modeling/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/preprocessing 2026-04-01T01:43:16,920 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_ridge 2026-04-01T01:43:16,921 copying build/lib/snowflake/ml/modeling/kernel_ridge/kernel_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-04-01T01:43:16,924 copying build/lib/snowflake/ml/modeling/kernel_ridge/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_ridge 2026-04-01T01:43:16,926 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neighbors 2026-04-01T01:43:16,927 copying build/lib/snowflake/ml/modeling/neighbors/kernel_density.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-01T01:43:16,931 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-01T01:43:16,935 copying build/lib/snowflake/ml/modeling/neighbors/nearest_centroid.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-01T01:43:16,939 copying build/lib/snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-01T01:43:16,943 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-01T01:43:16,946 copying build/lib/snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-01T01:43:16,949 copying build/lib/snowflake/ml/modeling/neighbors/k_neighbors_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-01T01:43:16,952 copying build/lib/snowflake/ml/modeling/neighbors/nearest_neighbors.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-01T01:43:16,955 copying build/lib/snowflake/ml/modeling/neighbors/local_outlier_factor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-01T01:43:16,958 copying build/lib/snowflake/ml/modeling/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neighbors 2026-04-01T01:43:16,960 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/decomposition 2026-04-01T01:43:16,961 copying build/lib/snowflake/ml/modeling/decomposition/pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-01T01:43:16,965 copying build/lib/snowflake/ml/modeling/decomposition/incremental_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-01T01:43:16,968 copying build/lib/snowflake/ml/modeling/decomposition/dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-01T01:43:16,971 copying build/lib/snowflake/ml/modeling/decomposition/fast_ica.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-01T01:43:16,974 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-01T01:43:16,977 copying build/lib/snowflake/ml/modeling/decomposition/factor_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-01T01:43:16,980 copying build/lib/snowflake/ml/modeling/decomposition/sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-01T01:43:16,983 copying build/lib/snowflake/ml/modeling/decomposition/kernel_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-01T01:43:16,986 copying build/lib/snowflake/ml/modeling/decomposition/truncated_svd.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-01T01:43:16,990 copying build/lib/snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-01T01:43:16,993 copying build/lib/snowflake/ml/modeling/decomposition/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/decomposition 2026-04-01T01:43:16,995 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/discriminant_analysis 2026-04-01T01:43:16,996 copying build/lib/snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-04-01T01:43:17,000 copying build/lib/snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-04-01T01:43:17,003 copying build/lib/snowflake/ml/modeling/discriminant_analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/discriminant_analysis 2026-04-01T01:43:17,005 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/framework 2026-04-01T01:43:17,006 copying build/lib/snowflake/ml/modeling/framework/_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-04-01T01:43:17,009 copying build/lib/snowflake/ml/modeling/framework/base.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/framework 2026-04-01T01:43:17,012 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/svm 2026-04-01T01:43:17,013 copying build/lib/snowflake/ml/modeling/svm/linear_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-01T01:43:17,016 copying build/lib/snowflake/ml/modeling/svm/svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-01T01:43:17,020 copying build/lib/snowflake/ml/modeling/svm/linear_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-01T01:43:17,023 copying build/lib/snowflake/ml/modeling/svm/svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-01T01:43:17,026 copying build/lib/snowflake/ml/modeling/svm/nu_svc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-01T01:43:17,029 copying build/lib/snowflake/ml/modeling/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-01T01:43:17,031 copying build/lib/snowflake/ml/modeling/svm/nu_svr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/svm 2026-04-01T01:43:17,035 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/xgboost 2026-04-01T01:43:17,036 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-04-01T01:43:17,040 copying build/lib/snowflake/ml/modeling/xgboost/xgb_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-04-01T01:43:17,043 copying build/lib/snowflake/ml/modeling/xgboost/xgbrf_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-04-01T01:43:17,046 copying build/lib/snowflake/ml/modeling/xgboost/xgb_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-04-01T01:43:17,050 copying build/lib/snowflake/ml/modeling/xgboost/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/xgboost 2026-04-01T01:43:17,052 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/covariance 2026-04-01T01:43:17,053 copying build/lib/snowflake/ml/modeling/covariance/oas.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-01T01:43:17,056 copying build/lib/snowflake/ml/modeling/covariance/elliptic_envelope.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-01T01:43:17,059 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-01T01:43:17,062 copying build/lib/snowflake/ml/modeling/covariance/graphical_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-01T01:43:17,066 copying build/lib/snowflake/ml/modeling/covariance/shrunk_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-01T01:43:17,068 copying build/lib/snowflake/ml/modeling/covariance/min_cov_det.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-01T01:43:17,071 copying build/lib/snowflake/ml/modeling/covariance/empirical_covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-01T01:43:17,075 copying build/lib/snowflake/ml/modeling/covariance/ledoit_wolf.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-01T01:43:17,078 copying build/lib/snowflake/ml/modeling/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/covariance 2026-04-01T01:43:17,080 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/pipeline 2026-04-01T01:43:17,081 copying build/lib/snowflake/ml/modeling/pipeline/pipeline.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-04-01T01:43:17,084 copying build/lib/snowflake/ml/modeling/pipeline/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/pipeline 2026-04-01T01:43:17,086 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/manifold 2026-04-01T01:43:17,087 copying build/lib/snowflake/ml/modeling/manifold/spectral_embedding.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-04-01T01:43:17,091 copying build/lib/snowflake/ml/modeling/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-04-01T01:43:17,094 copying build/lib/snowflake/ml/modeling/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-04-01T01:43:17,097 copying build/lib/snowflake/ml/modeling/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-04-01T01:43:17,100 copying build/lib/snowflake/ml/modeling/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/manifold 2026-04-01T01:43:17,103 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,104 copying build/lib/snowflake/ml/modeling/linear_model/lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,107 copying build/lib/snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,111 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_ic.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,114 copying build/lib/snowflake/ml/modeling/linear_model/bayesian_ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,118 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,121 copying build/lib/snowflake/ml/modeling/linear_model/lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,124 copying build/lib/snowflake/ml/modeling/linear_model/huber_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,127 copying build/lib/snowflake/ml/modeling/linear_model/tweedie_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,131 copying build/lib/snowflake/ml/modeling/linear_model/ridge_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,133 copying build/lib/snowflake/ml/modeling/linear_model/ridge.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,137 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,139 copying build/lib/snowflake/ml/modeling/linear_model/linear_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,142 copying build/lib/snowflake/ml/modeling/linear_model/poisson_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,146 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,149 copying build/lib/snowflake/ml/modeling/linear_model/lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,152 copying build/lib/snowflake/ml/modeling/linear_model/lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,155 copying build/lib/snowflake/ml/modeling/linear_model/ard_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,158 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,161 copying build/lib/snowflake/ml/modeling/linear_model/sgd_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,164 copying build/lib/snowflake/ml/modeling/linear_model/sgd_one_class_svm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,167 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,171 copying build/lib/snowflake/ml/modeling/linear_model/ridge_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,174 copying build/lib/snowflake/ml/modeling/linear_model/sgd_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,177 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,180 copying build/lib/snowflake/ml/modeling/linear_model/lasso_lars.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,184 copying build/lib/snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,187 copying build/lib/snowflake/ml/modeling/linear_model/elastic_net_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,190 copying build/lib/snowflake/ml/modeling/linear_model/logistic_regression_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,193 copying build/lib/snowflake/ml/modeling/linear_model/perceptron.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,196 copying build/lib/snowflake/ml/modeling/linear_model/theil_sen_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,199 copying build/lib/snowflake/ml/modeling/linear_model/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,201 copying build/lib/snowflake/ml/modeling/linear_model/ransac_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,204 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_elastic_net.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,207 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,210 copying build/lib/snowflake/ml/modeling/linear_model/gamma_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,214 copying build/lib/snowflake/ml/modeling/linear_model/multi_task_lasso.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/linear_model 2026-04-01T01:43:17,217 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:17,218 copying build/lib/snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:17,222 copying build/lib/snowflake/ml/modeling/kernel_approximation/rbf_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:17,225 copying build/lib/snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:17,229 copying build/lib/snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:17,232 copying build/lib/snowflake/ml/modeling/kernel_approximation/nystroem.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:17,235 copying build/lib/snowflake/ml/modeling/kernel_approximation/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/kernel_approximation 2026-04-01T01:43:17,238 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:17,239 copying build/lib/snowflake/ml/modeling/naive_bayes/complement_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:17,242 copying build/lib/snowflake/ml/modeling/naive_bayes/bernoulli_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:17,246 copying build/lib/snowflake/ml/modeling/naive_bayes/categorical_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:17,249 copying build/lib/snowflake/ml/modeling/naive_bayes/gaussian_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:17,252 copying build/lib/snowflake/ml/modeling/naive_bayes/multinomial_nb.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:17,256 copying build/lib/snowflake/ml/modeling/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/naive_bayes 2026-04-01T01:43:17,258 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal 2026-04-01T01:43:17,260 copying build/lib/snowflake/ml/modeling/_internal/estimator_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-04-01T01:43:17,263 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-01T01:43:17,265 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-01T01:43:17,268 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-01T01:43:17,271 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-01T01:43:17,274 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-01T01:43:17,277 copying build/lib/snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/snowpark_implementations 2026-04-01T01:43:17,280 copying build/lib/snowflake/ml/modeling/_internal/transformer_protocols.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-04-01T01:43:17,282 copying build/lib/snowflake/ml/modeling/_internal/model_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-04-01T01:43:17,285 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/_internal/local_implementations 2026-04-01T01:43:17,286 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-04-01T01:43:17,289 copying build/lib/snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal/local_implementations 2026-04-01T01:43:17,292 copying build/lib/snowflake/ml/modeling/_internal/model_specifications.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-04-01T01:43:17,294 copying build/lib/snowflake/ml/modeling/_internal/model_trainer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-04-01T01:43:17,297 copying build/lib/snowflake/ml/modeling/_internal/model_transformer_builder.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/_internal 2026-04-01T01:43:17,300 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/neural_network 2026-04-01T01:43:17,301 copying build/lib/snowflake/ml/modeling/neural_network/mlp_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-04-01T01:43:17,305 copying build/lib/snowflake/ml/modeling/neural_network/bernoulli_rbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-04-01T01:43:17,308 copying build/lib/snowflake/ml/modeling/neural_network/mlp_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-04-01T01:43:17,311 copying build/lib/snowflake/ml/modeling/neural_network/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/neural_network 2026-04-01T01:43:17,314 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/calibration 2026-04-01T01:43:17,315 copying build/lib/snowflake/ml/modeling/calibration/calibrated_classifier_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-04-01T01:43:17,319 copying build/lib/snowflake/ml/modeling/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/calibration 2026-04-01T01:43:17,321 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/feature_selection 2026-04-01T01:43:17,323 copying build/lib/snowflake/ml/modeling/feature_selection/select_k_best.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-01T01:43:17,326 copying build/lib/snowflake/ml/modeling/feature_selection/generic_univariate_select.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-01T01:43:17,330 copying build/lib/snowflake/ml/modeling/feature_selection/select_fdr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-01T01:43:17,334 copying build/lib/snowflake/ml/modeling/feature_selection/select_percentile.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-01T01:43:17,337 copying build/lib/snowflake/ml/modeling/feature_selection/variance_threshold.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-01T01:43:17,342 copying build/lib/snowflake/ml/modeling/feature_selection/sequential_feature_selector.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-01T01:43:17,345 copying build/lib/snowflake/ml/modeling/feature_selection/select_fpr.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-01T01:43:17,348 copying build/lib/snowflake/ml/modeling/feature_selection/select_fwe.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-01T01:43:17,352 copying build/lib/snowflake/ml/modeling/feature_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/feature_selection 2026-04-01T01:43:17,354 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/compose 2026-04-01T01:43:17,355 copying build/lib/snowflake/ml/modeling/compose/column_transformer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-04-01T01:43:17,358 copying build/lib/snowflake/ml/modeling/compose/transformed_target_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-04-01T01:43:17,361 copying build/lib/snowflake/ml/modeling/compose/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/compose 2026-04-01T01:43:17,364 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/mixture 2026-04-01T01:43:17,365 copying build/lib/snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-04-01T01:43:17,369 copying build/lib/snowflake/ml/modeling/mixture/gaussian_mixture.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-04-01T01:43:17,372 copying build/lib/snowflake/ml/modeling/mixture/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/mixture 2026-04-01T01:43:17,374 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/parameters 2026-04-01T01:43:17,375 copying build/lib/snowflake/ml/modeling/parameters/enable_anonymous_sproc.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-04-01T01:43:17,377 copying build/lib/snowflake/ml/modeling/parameters/disable_model_tracer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-04-01T01:43:17,379 copying build/lib/snowflake/ml/modeling/parameters/disable_distributed_hpo.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/parameters 2026-04-01T01:43:17,382 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/tree 2026-04-01T01:43:17,383 copying build/lib/snowflake/ml/modeling/tree/decision_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-04-01T01:43:17,387 copying build/lib/snowflake/ml/modeling/tree/extra_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-04-01T01:43:17,390 copying build/lib/snowflake/ml/modeling/tree/decision_tree_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-04-01T01:43:17,393 copying build/lib/snowflake/ml/modeling/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-04-01T01:43:17,396 copying build/lib/snowflake/ml/modeling/tree/extra_tree_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/tree 2026-04-01T01:43:17,400 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,401 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,405 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,408 copying build/lib/snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,412 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,415 copying build/lib/snowflake/ml/modeling/ensemble/voting_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,418 copying build/lib/snowflake/ml/modeling/ensemble/random_forest_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,421 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,424 copying build/lib/snowflake/ml/modeling/ensemble/stacking_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,427 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,430 copying build/lib/snowflake/ml/modeling/ensemble/isolation_forest.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,433 copying build/lib/snowflake/ml/modeling/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,435 copying build/lib/snowflake/ml/modeling/ensemble/voting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,438 copying build/lib/snowflake/ml/modeling/ensemble/extra_trees_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,442 copying build/lib/snowflake/ml/modeling/ensemble/ada_boost_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,444 copying build/lib/snowflake/ml/modeling/ensemble/bagging_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,448 copying build/lib/snowflake/ml/modeling/ensemble/bagging_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,451 copying build/lib/snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/ensemble 2026-04-01T01:43:17,455 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/metrics 2026-04-01T01:43:17,456 copying build/lib/snowflake/ml/modeling/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-01T01:43:17,459 copying build/lib/snowflake/ml/modeling/metrics/covariance.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-01T01:43:17,461 copying build/lib/snowflake/ml/modeling/metrics/metrics_utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-01T01:43:17,464 copying build/lib/snowflake/ml/modeling/metrics/correlation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-01T01:43:17,466 copying build/lib/snowflake/ml/modeling/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-01T01:43:17,469 copying build/lib/snowflake/ml/modeling/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-01T01:43:17,471 copying build/lib/snowflake/ml/modeling/metrics/ranking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/metrics 2026-04-01T01:43:17,474 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/gaussian_process 2026-04-01T01:43:17,475 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-04-01T01:43:17,478 copying build/lib/snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-04-01T01:43:17,482 copying build/lib/snowflake/ml/modeling/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/gaussian_process 2026-04-01T01:43:17,484 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/lightgbm 2026-04-01T01:43:17,485 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_classifier.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-04-01T01:43:17,489 copying build/lib/snowflake/ml/modeling/lightgbm/lgbm_regressor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-04-01T01:43:17,492 copying build/lib/snowflake/ml/modeling/lightgbm/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/lightgbm 2026-04-01T01:43:17,495 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/model_selection 2026-04-01T01:43:17,496 copying build/lib/snowflake/ml/modeling/model_selection/grid_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-04-01T01:43:17,499 copying build/lib/snowflake/ml/modeling/model_selection/randomized_search_cv.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-04-01T01:43:17,502 copying build/lib/snowflake/ml/modeling/model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/model_selection 2026-04-01T01:43:17,505 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/cluster 2026-04-01T01:43:17,506 copying build/lib/snowflake/ml/modeling/cluster/spectral_coclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,509 copying build/lib/snowflake/ml/modeling/cluster/affinity_propagation.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,512 copying build/lib/snowflake/ml/modeling/cluster/dbscan.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,515 copying build/lib/snowflake/ml/modeling/cluster/k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,518 copying build/lib/snowflake/ml/modeling/cluster/birch.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,521 copying build/lib/snowflake/ml/modeling/cluster/spectral_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,525 copying build/lib/snowflake/ml/modeling/cluster/spectral_biclustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,528 copying build/lib/snowflake/ml/modeling/cluster/optics.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,532 copying build/lib/snowflake/ml/modeling/cluster/agglomerative_clustering.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,535 copying build/lib/snowflake/ml/modeling/cluster/mean_shift.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,538 copying build/lib/snowflake/ml/modeling/cluster/feature_agglomeration.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,541 copying build/lib/snowflake/ml/modeling/cluster/mini_batch_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,545 copying build/lib/snowflake/ml/modeling/cluster/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,547 copying build/lib/snowflake/ml/modeling/cluster/bisecting_k_means.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/cluster 2026-04-01T01:43:17,550 creating build/bdist.linux-armv7l/wheel/snowflake/ml/modeling/impute 2026-04-01T01:43:17,552 copying build/lib/snowflake/ml/modeling/impute/iterative_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-04-01T01:43:17,555 copying build/lib/snowflake/ml/modeling/impute/simple_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-04-01T01:43:17,558 copying build/lib/snowflake/ml/modeling/impute/knn_imputer.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-04-01T01:43:17,561 copying build/lib/snowflake/ml/modeling/impute/missing_indicator.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-04-01T01:43:17,564 copying build/lib/snowflake/ml/modeling/impute/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/modeling/impute 2026-04-01T01:43:17,567 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring 2026-04-01T01:43:17,569 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client 2026-04-01T01:43:17,570 copying build/lib/snowflake/ml/monitoring/_client/model_monitor_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client 2026-04-01T01:43:17,574 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_client/queries 2026-04-01T01:43:17,576 copying build/lib/snowflake/ml/monitoring/_client/queries/record_count.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-04-01T01:43:17,578 copying build/lib/snowflake/ml/monitoring/_client/queries/rmse.ssql -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_client/queries 2026-04-01T01:43:17,582 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/entities 2026-04-01T01:43:17,584 copying build/lib/snowflake/ml/monitoring/entities/model_monitor_config.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/entities 2026-04-01T01:43:17,586 copying build/lib/snowflake/ml/monitoring/explain_visualize.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-04-01T01:43:17,591 creating build/bdist.linux-armv7l/wheel/snowflake/ml/monitoring/_manager 2026-04-01T01:43:17,592 copying build/lib/snowflake/ml/monitoring/_manager/model_monitor_manager.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring/_manager 2026-04-01T01:43:17,596 copying build/lib/snowflake/ml/monitoring/model_monitor.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-04-01T01:43:17,599 copying build/lib/snowflake/ml/monitoring/shap.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/monitoring 2026-04-01T01:43:17,602 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment 2026-04-01T01:43:17,604 copying build/lib/snowflake/ml/experiment/experiment_tracking.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-04-01T01:43:17,609 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/callback 2026-04-01T01:43:17,611 copying build/lib/snowflake/ml/experiment/callback/keras.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-04-01T01:43:17,614 copying build/lib/snowflake/ml/experiment/callback/xgboost.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-04-01T01:43:17,618 copying build/lib/snowflake/ml/experiment/callback/lightgbm.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/callback 2026-04-01T01:43:17,621 copying build/lib/snowflake/ml/experiment/_experiment_info.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-04-01T01:43:17,624 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_client 2026-04-01T01:43:17,626 copying build/lib/snowflake/ml/experiment/_client/experiment_tracking_sql_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-04-01T01:43:17,629 copying build/lib/snowflake/ml/experiment/_client/artifact.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_client 2026-04-01T01:43:17,633 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_logging 2026-04-01T01:43:17,634 copying build/lib/snowflake/ml/experiment/_logging/experiment_logging_context.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-04-01T01:43:17,637 copying build/lib/snowflake/ml/experiment/_logging/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-04-01T01:43:17,639 copying build/lib/snowflake/ml/experiment/_logging/experiment_logger.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_logging 2026-04-01T01:43:17,641 copying build/lib/snowflake/ml/experiment/utils.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-04-01T01:43:17,644 creating build/bdist.linux-armv7l/wheel/snowflake/ml/experiment/_entities 2026-04-01T01:43:17,645 copying build/lib/snowflake/ml/experiment/_entities/run_metadata.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-04-01T01:43:17,648 copying build/lib/snowflake/ml/experiment/_entities/run.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-04-01T01:43:17,651 copying build/lib/snowflake/ml/experiment/_entities/experiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-04-01T01:43:17,653 copying build/lib/snowflake/ml/experiment/_entities/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment/_entities 2026-04-01T01:43:17,656 copying build/lib/snowflake/ml/experiment/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/ml/experiment 2026-04-01T01:43:17,659 creating build/bdist.linux-armv7l/wheel/snowflake/cortex 2026-04-01T01:43:17,660 copying build/lib/snowflake/cortex/_util.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-01T01:43:17,663 copying build/lib/snowflake/cortex/_complete.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-01T01:43:17,666 copying build/lib/snowflake/cortex/_embed_text_768.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-01T01:43:17,668 copying build/lib/snowflake/cortex/_summarize.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-01T01:43:17,671 copying build/lib/snowflake/cortex/_translate.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-01T01:43:17,673 copying build/lib/snowflake/cortex/_extract_answer.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-01T01:43:17,675 copying build/lib/snowflake/cortex/_classify_text.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-01T01:43:17,677 copying build/lib/snowflake/cortex/_embed_text_1024.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-01T01:43:17,678 copying build/lib/snowflake/cortex/_sentiment.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-01T01:43:17,680 copying build/lib/snowflake/cortex/_finetune.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-01T01:43:17,682 copying build/lib/snowflake/cortex/__init__.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-01T01:43:17,684 copying build/lib/snowflake/cortex/_sse_client.py -> build/bdist.linux-armv7l/wheel/./snowflake/cortex 2026-04-01T01:43:17,686 running install_egg_info 2026-04-01T01:43:17,691 Copying snowflake_ml_python.egg-info to build/bdist.linux-armv7l/wheel/./snowflake_ml_python-1.33.0-py3.11.egg-info 2026-04-01T01:43:17,704 running install_scripts 2026-04-01T01:43:17,715 creating build/bdist.linux-armv7l/wheel/snowflake_ml_python-1.33.0.dist-info/WHEEL 2026-04-01T01:43:17,718 creating '/tmp/pip-wheel-h9vqpcjc/.tmp-g17wmim9/snowflake_ml_python-1.33.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-04-01T01:43:17,721 adding 'snowflake/cortex/__init__.py' 2026-04-01T01:43:17,722 adding 'snowflake/cortex/_classify_text.py' 2026-04-01T01:43:17,725 adding 'snowflake/cortex/_complete.py' 2026-04-01T01:43:17,726 adding 'snowflake/cortex/_embed_text_1024.py' 2026-04-01T01:43:17,728 adding 'snowflake/cortex/_embed_text_768.py' 2026-04-01T01:43:17,729 adding 'snowflake/cortex/_extract_answer.py' 2026-04-01T01:43:17,732 adding 'snowflake/cortex/_finetune.py' 2026-04-01T01:43:17,733 adding 'snowflake/cortex/_sentiment.py' 2026-04-01T01:43:17,734 adding 'snowflake/cortex/_sse_client.py' 2026-04-01T01:43:17,735 adding 'snowflake/cortex/_summarize.py' 2026-04-01T01:43:17,737 adding 'snowflake/cortex/_translate.py' 2026-04-01T01:43:17,738 adding 'snowflake/cortex/_util.py' 2026-04-01T01:43:17,740 adding 'snowflake/ml/version.py' 2026-04-01T01:43:17,741 adding 'snowflake/ml/_internal/env.py' 2026-04-01T01:43:17,745 adding 'snowflake/ml/_internal/env_utils.py' 2026-04-01T01:43:17,748 adding 'snowflake/ml/_internal/file_utils.py' 2026-04-01T01:43:17,749 adding 'snowflake/ml/_internal/init_utils.py' 2026-04-01T01:43:17,750 adding 'snowflake/ml/_internal/migrator_utils.py' 2026-04-01T01:43:17,752 adding 'snowflake/ml/_internal/platform_capabilities.py' 2026-04-01T01:43:17,753 adding 'snowflake/ml/_internal/relax_version_strategy.py' 2026-04-01T01:43:17,757 adding 'snowflake/ml/_internal/telemetry.py' 2026-04-01T01:43:17,758 adding 'snowflake/ml/_internal/type_utils.py' 2026-04-01T01:43:17,760 adding 'snowflake/ml/_internal/exceptions/dataset_error_messages.py' 2026-04-01T01:43:17,761 adding 'snowflake/ml/_internal/exceptions/dataset_errors.py' 2026-04-01T01:43:17,763 adding 'snowflake/ml/_internal/exceptions/error_codes.py' 2026-04-01T01:43:17,764 adding 'snowflake/ml/_internal/exceptions/error_messages.py' 2026-04-01T01:43:17,765 adding 'snowflake/ml/_internal/exceptions/exceptions.py' 2026-04-01T01:43:17,766 adding 'snowflake/ml/_internal/exceptions/fileset_error_messages.py' 2026-04-01T01:43:17,767 adding 'snowflake/ml/_internal/exceptions/fileset_errors.py' 2026-04-01T01:43:17,768 adding 'snowflake/ml/_internal/exceptions/modeling_error_messages.py' 2026-04-01T01:43:17,770 adding 'snowflake/ml/_internal/exceptions/sql_error_codes.py' 2026-04-01T01:43:17,771 adding 'snowflake/ml/_internal/human_readable_id/adjectives.txt' 2026-04-01T01:43:17,773 adding 'snowflake/ml/_internal/human_readable_id/animals.txt' 2026-04-01T01:43:17,774 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator.py' 2026-04-01T01:43:17,775 adding 'snowflake/ml/_internal/human_readable_id/hrid_generator_base.py' 2026-04-01T01:43:17,777 adding 'snowflake/ml/_internal/lineage/lineage_utils.py' 2026-04-01T01:43:17,780 adding 'snowflake/ml/_internal/utils/connection_params.py' 2026-04-01T01:43:17,781 adding 'snowflake/ml/_internal/utils/db_utils.py' 2026-04-01T01:43:17,783 adding 'snowflake/ml/_internal/utils/formatting.py' 2026-04-01T01:43:17,785 adding 'snowflake/ml/_internal/utils/identifier.py' 2026-04-01T01:43:17,786 adding 'snowflake/ml/_internal/utils/import_utils.py' 2026-04-01T01:43:17,788 adding 'snowflake/ml/_internal/utils/jwt_generator.py' 2026-04-01T01:43:17,789 adding 'snowflake/ml/_internal/utils/mixins.py' 2026-04-01T01:43:17,791 adding 'snowflake/ml/_internal/utils/parallelize.py' 2026-04-01T01:43:17,792 adding 'snowflake/ml/_internal/utils/pkg_version_utils.py' 2026-04-01T01:43:17,794 adding 'snowflake/ml/_internal/utils/query_result_checker.py' 2026-04-01T01:43:17,795 adding 'snowflake/ml/_internal/utils/result.py' 2026-04-01T01:43:17,797 adding 'snowflake/ml/_internal/utils/service_logger.py' 2026-04-01T01:43:17,799 adding 'snowflake/ml/_internal/utils/snowflake_env.py' 2026-04-01T01:43:17,800 adding 'snowflake/ml/_internal/utils/snowpark_dataframe_utils.py' 2026-04-01T01:43:17,802 adding 'snowflake/ml/_internal/utils/sql_identifier.py' 2026-04-01T01:43:17,803 adding 'snowflake/ml/_internal/utils/table_manager.py' 2026-04-01T01:43:17,805 adding 'snowflake/ml/_internal/utils/tee.py' 2026-04-01T01:43:17,806 adding 'snowflake/ml/_internal/utils/temp_file_utils.py' 2026-04-01T01:43:17,807 adding 'snowflake/ml/_internal/utils/url.py' 2026-04-01T01:43:17,809 adding 'snowflake/ml/data/__init__.py' 2026-04-01T01:43:17,811 adding 'snowflake/ml/data/data_connector.py' 2026-04-01T01:43:17,812 adding 'snowflake/ml/data/data_ingestor.py' 2026-04-01T01:43:17,813 adding 'snowflake/ml/data/data_source.py' 2026-04-01T01:43:17,815 adding 'snowflake/ml/data/ingestor_utils.py' 2026-04-01T01:43:17,816 adding 'snowflake/ml/data/torch_utils.py' 2026-04-01T01:43:17,819 adding 'snowflake/ml/data/_internal/arrow_ingestor.py' 2026-04-01T01:43:17,821 adding 'snowflake/ml/dataset/__init__.py' 2026-04-01T01:43:17,823 adding 'snowflake/ml/dataset/dataset.py' 2026-04-01T01:43:17,824 adding 'snowflake/ml/dataset/dataset_factory.py' 2026-04-01T01:43:17,826 adding 'snowflake/ml/dataset/dataset_metadata.py' 2026-04-01T01:43:17,827 adding 'snowflake/ml/dataset/dataset_reader.py' 2026-04-01T01:43:17,829 adding 'snowflake/ml/experiment/__init__.py' 2026-04-01T01:43:17,830 adding 'snowflake/ml/experiment/_experiment_info.py' 2026-04-01T01:43:17,833 adding 'snowflake/ml/experiment/experiment_tracking.py' 2026-04-01T01:43:17,835 adding 'snowflake/ml/experiment/utils.py' 2026-04-01T01:43:17,836 adding 'snowflake/ml/experiment/_client/artifact.py' 2026-04-01T01:43:17,838 adding 'snowflake/ml/experiment/_client/experiment_tracking_sql_client.py' 2026-04-01T01:43:17,840 adding 'snowflake/ml/experiment/_entities/__init__.py' 2026-04-01T01:43:17,841 adding 'snowflake/ml/experiment/_entities/experiment.py' 2026-04-01T01:43:17,842 adding 'snowflake/ml/experiment/_entities/run.py' 2026-04-01T01:43:17,843 adding 'snowflake/ml/experiment/_entities/run_metadata.py' 2026-04-01T01:43:17,845 adding 'snowflake/ml/experiment/_logging/__init__.py' 2026-04-01T01:43:17,846 adding 'snowflake/ml/experiment/_logging/experiment_logger.py' 2026-04-01T01:43:17,847 adding 'snowflake/ml/experiment/_logging/experiment_logging_context.py' 2026-04-01T01:43:17,849 adding 'snowflake/ml/experiment/callback/keras.py' 2026-04-01T01:43:17,851 adding 'snowflake/ml/experiment/callback/lightgbm.py' 2026-04-01T01:43:17,852 adding 'snowflake/ml/experiment/callback/xgboost.py' 2026-04-01T01:43:17,854 adding 'snowflake/ml/feature_store/__init__.py' 2026-04-01T01:43:17,856 adding 'snowflake/ml/feature_store/access_manager.py' 2026-04-01T01:43:17,858 adding 'snowflake/ml/feature_store/aggregation.py' 2026-04-01T01:43:17,860 adding 'snowflake/ml/feature_store/entity.py' 2026-04-01T01:43:17,861 adding 'snowflake/ml/feature_store/feature.py' 2026-04-01T01:43:17,883 adding 'snowflake/ml/feature_store/feature_store.py' 2026-04-01T01:43:17,892 adding 'snowflake/ml/feature_store/feature_view.py' 2026-04-01T01:43:17,895 adding 'snowflake/ml/feature_store/metadata_manager.py' 2026-04-01T01:43:17,896 adding 'snowflake/ml/feature_store/request_source.py' 2026-04-01T01:43:17,898 adding 'snowflake/ml/feature_store/stream_source.py' 2026-04-01T01:43:17,904 adding 'snowflake/ml/feature_store/tile_sql_generator.py' 2026-04-01T01:43:17,907 adding 'snowflake/ml/feature_store/examples/example_helper.py' 2026-04-01T01:43:17,908 adding 'snowflake/ml/feature_store/examples/airline_features/entities.py' 2026-04-01T01:43:17,910 adding 'snowflake/ml/feature_store/examples/airline_features/source.yaml' 2026-04-01T01:43:17,911 adding 'snowflake/ml/feature_store/examples/airline_features/features/plane_features.py' 2026-04-01T01:43:17,913 adding 'snowflake/ml/feature_store/examples/airline_features/features/weather_features.py' 2026-04-01T01:43:17,914 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/entities.py' 2026-04-01T01:43:17,915 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml' 2026-04-01T01:43:17,917 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py' 2026-04-01T01:43:17,918 adding 'snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py' 2026-04-01T01:43:17,920 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py' 2026-04-01T01:43:17,921 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml' 2026-04-01T01:43:17,923 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py' 2026-04-01T01:43:17,924 adding 'snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py' 2026-04-01T01:43:17,926 adding 'snowflake/ml/feature_store/examples/source_data/airline.yaml' 2026-04-01T01:43:17,927 adding 'snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml' 2026-04-01T01:43:17,928 adding 'snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml' 2026-04-01T01:43:17,929 adding 'snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml' 2026-04-01T01:43:17,931 adding 'snowflake/ml/feature_store/examples/source_data/winequality_red.yaml' 2026-04-01T01:43:17,932 adding 'snowflake/ml/feature_store/examples/wine_quality_features/entities.py' 2026-04-01T01:43:17,934 adding 'snowflake/ml/feature_store/examples/wine_quality_features/source.yaml' 2026-04-01T01:43:17,935 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py' 2026-04-01T01:43:17,937 adding 'snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py' 2026-04-01T01:43:17,938 adding 'snowflake/ml/feature_store/spec/__init__.py' 2026-04-01T01:43:17,941 adding 'snowflake/ml/feature_store/spec/builder.py' 2026-04-01T01:43:17,943 adding 'snowflake/ml/feature_store/spec/enums.py' 2026-04-01T01:43:17,945 adding 'snowflake/ml/feature_store/spec/models.py' 2026-04-01T01:43:17,947 adding 'snowflake/ml/fileset/embedded_stage_fs.py' 2026-04-01T01:43:17,950 adding 'snowflake/ml/fileset/fileset.py' 2026-04-01T01:43:17,952 adding 'snowflake/ml/fileset/sfcfs.py' 2026-04-01T01:43:17,954 adding 'snowflake/ml/fileset/snowfs.py' 2026-04-01T01:43:17,957 adding 'snowflake/ml/fileset/stage_fs.py' 2026-04-01T01:43:17,958 adding 'snowflake/ml/jobs/__init__.py' 2026-04-01T01:43:17,960 adding 'snowflake/ml/jobs/decorators.py' 2026-04-01T01:43:17,963 adding 'snowflake/ml/jobs/job.py' 2026-04-01T01:43:17,966 adding 'snowflake/ml/jobs/job_definition.py' 2026-04-01T01:43:17,969 adding 'snowflake/ml/jobs/manager.py' 2026-04-01T01:43:17,970 adding 'snowflake/ml/jobs/_interop/__init__.py' 2026-04-01T01:43:17,972 adding 'snowflake/ml/jobs/_interop/data_utils.py' 2026-04-01T01:43:17,973 adding 'snowflake/ml/jobs/_interop/dto_schema.py' 2026-04-01T01:43:17,976 adding 'snowflake/ml/jobs/_interop/exception_utils.py' 2026-04-01T01:43:17,978 adding 'snowflake/ml/jobs/_interop/legacy.py' 2026-04-01T01:43:17,980 adding 'snowflake/ml/jobs/_interop/protocols.py' 2026-04-01T01:43:17,982 adding 'snowflake/ml/jobs/_interop/results.py' 2026-04-01T01:43:17,983 adding 'snowflake/ml/jobs/_interop/utils.py' 2026-04-01T01:43:17,985 adding 'snowflake/ml/jobs/_utils/__init__.py' 2026-04-01T01:43:17,986 adding 'snowflake/ml/jobs/_utils/arg_protocol.py' 2026-04-01T01:43:17,988 adding 'snowflake/ml/jobs/_utils/constants.py' 2026-04-01T01:43:17,989 adding 'snowflake/ml/jobs/_utils/feature_flags.py' 2026-04-01T01:43:17,993 adding 'snowflake/ml/jobs/_utils/payload_utils.py' 2026-04-01T01:43:17,995 adding 'snowflake/ml/jobs/_utils/query_helper.py' 2026-04-01T01:43:17,996 adding 'snowflake/ml/jobs/_utils/runtime_env_utils.py' 2026-04-01T01:43:17,997 adding 'snowflake/ml/jobs/_utils/stage_utils.py' 2026-04-01T01:43:17,999 adding 'snowflake/ml/jobs/_utils/type_utils.py' 2026-04-01T01:43:18,001 adding 'snowflake/ml/jobs/_utils/scripts/constants.py' 2026-04-01T01:43:18,002 adding 'snowflake/ml/jobs/_utils/scripts/get_instance_ip.py' 2026-04-01T01:43:18,006 adding 'snowflake/ml/jobs/_utils/scripts/mljob_launcher.py' 2026-04-01T01:43:18,008 adding 'snowflake/ml/jobs/_utils/scripts/signal_workers.py' 2026-04-01T01:43:18,009 adding 'snowflake/ml/jobs/_utils/scripts/start_mlruntime.sh' 2026-04-01T01:43:18,011 adding 'snowflake/ml/jobs/_utils/scripts/startup.sh' 2026-04-01T01:43:18,013 adding 'snowflake/ml/jobs/_utils/scripts/worker_shutdown_listener.py' 2026-04-01T01:43:18,015 adding 'snowflake/ml/lineage/__init__.py' 2026-04-01T01:43:18,016 adding 'snowflake/ml/lineage/lineage_node.py' 2026-04-01T01:43:18,018 adding 'snowflake/ml/model/__init__.py' 2026-04-01T01:43:18,019 adding 'snowflake/ml/model/code_path.py' 2026-04-01T01:43:18,020 adding 'snowflake/ml/model/compute_pool.py' 2026-04-01T01:43:18,023 adding 'snowflake/ml/model/custom_model.py' 2026-04-01T01:43:18,025 adding 'snowflake/ml/model/event_handler.py' 2026-04-01T01:43:18,026 adding 'snowflake/ml/model/inference_engine.py' 2026-04-01T01:43:18,029 adding 'snowflake/ml/model/model_signature.py' 2026-04-01T01:43:18,031 adding 'snowflake/ml/model/openai_signatures.py' 2026-04-01T01:43:18,032 adding 'snowflake/ml/model/target_platform.py' 2026-04-01T01:43:18,033 adding 'snowflake/ml/model/task.py' 2026-04-01T01:43:18,035 adding 'snowflake/ml/model/type_hints.py' 2026-04-01T01:43:18,037 adding 'snowflake/ml/model/volatility.py' 2026-04-01T01:43:18,039 adding 'snowflake/ml/model/_client/model/batch_inference_specs.py' 2026-04-01T01:43:18,040 adding 'snowflake/ml/model/_client/model/inference_engine_utils.py' 2026-04-01T01:43:18,042 adding 'snowflake/ml/model/_client/model/model_impl.py' 2026-04-01T01:43:18,049 adding 'snowflake/ml/model/_client/model/model_version_impl.py' 2026-04-01T01:43:18,051 adding 'snowflake/ml/model/_client/ops/deployment_step.py' 2026-04-01T01:43:18,053 adding 'snowflake/ml/model/_client/ops/metadata_ops.py' 2026-04-01T01:43:18,057 adding 'snowflake/ml/model/_client/ops/model_ops.py' 2026-04-01T01:43:18,060 adding 'snowflake/ml/model/_client/ops/param_utils.py' 2026-04-01T01:43:18,065 adding 'snowflake/ml/model/_client/ops/service_ops.py' 2026-04-01T01:43:18,067 adding 'snowflake/ml/model/_client/service/import_model_spec_schema.py' 2026-04-01T01:43:18,069 adding 'snowflake/ml/model/_client/service/model_deployment_spec.py' 2026-04-01T01:43:18,071 adding 'snowflake/ml/model/_client/service/model_deployment_spec_schema.py' 2026-04-01T01:43:18,072 adding 'snowflake/ml/model/_client/sql/_base.py' 2026-04-01T01:43:18,074 adding 'snowflake/ml/model/_client/sql/model.py' 2026-04-01T01:43:18,076 adding 'snowflake/ml/model/_client/sql/model_version.py' 2026-04-01T01:43:18,078 adding 'snowflake/ml/model/_client/sql/service.py' 2026-04-01T01:43:18,080 adding 'snowflake/ml/model/_client/sql/stage.py' 2026-04-01T01:43:18,081 adding 'snowflake/ml/model/_client/sql/tag.py' 2026-04-01T01:43:18,083 adding 'snowflake/ml/model/_model_composer/model_composer.py' 2026-04-01T01:43:18,086 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest.py' 2026-04-01T01:43:18,087 adding 'snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py' 2026-04-01T01:43:18,089 adding 'snowflake/ml/model/_model_composer/model_method/constants.py' 2026-04-01T01:43:18,090 adding 'snowflake/ml/model/_model_composer/model_method/function_generator.py' 2026-04-01T01:43:18,091 adding 'snowflake/ml/model/_model_composer/model_method/infer_function.py_template' 2026-04-01T01:43:18,093 adding 'snowflake/ml/model/_model_composer/model_method/infer_function_init_once.py_template' 2026-04-01T01:43:18,094 adding 'snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template' 2026-04-01T01:43:18,096 adding 'snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template' 2026-04-01T01:43:18,098 adding 'snowflake/ml/model/_model_composer/model_method/model_method.py' 2026-04-01T01:43:18,099 adding 'snowflake/ml/model/_model_composer/model_method/utils.py' 2026-04-01T01:43:18,101 adding 'snowflake/ml/model/_model_composer/model_user_file/model_user_file.py' 2026-04-01T01:43:18,103 adding 'snowflake/ml/model/_packager/model_handler.py' 2026-04-01T01:43:18,104 adding 'snowflake/ml/model/_packager/model_packager.py' 2026-04-01T01:43:18,107 adding 'snowflake/ml/model/_packager/model_env/model_env.py' 2026-04-01T01:43:18,110 adding 'snowflake/ml/model/_packager/model_handlers/_base.py' 2026-04-01T01:43:18,112 adding 'snowflake/ml/model/_packager/model_handlers/_utils.py' 2026-04-01T01:43:18,114 adding 'snowflake/ml/model/_packager/model_handlers/catboost.py' 2026-04-01T01:43:18,116 adding 'snowflake/ml/model/_packager/model_handlers/custom.py' 2026-04-01T01:43:18,121 adding 'snowflake/ml/model/_packager/model_handlers/huggingface.py' 2026-04-01T01:43:18,123 adding 'snowflake/ml/model/_packager/model_handlers/keras.py' 2026-04-01T01:43:18,125 adding 'snowflake/ml/model/_packager/model_handlers/lightgbm.py' 2026-04-01T01:43:18,127 adding 'snowflake/ml/model/_packager/model_handlers/mlflow.py' 2026-04-01T01:43:18,130 adding 'snowflake/ml/model/_packager/model_handlers/prophet.py' 2026-04-01T01:43:18,132 adding 'snowflake/ml/model/_packager/model_handlers/pytorch.py' 2026-04-01T01:43:18,134 adding 'snowflake/ml/model/_packager/model_handlers/sentence_transformers.py' 2026-04-01T01:43:18,136 adding 'snowflake/ml/model/_packager/model_handlers/sklearn.py' 2026-04-01T01:43:18,138 adding 'snowflake/ml/model/_packager/model_handlers/snowmlmodel.py' 2026-04-01T01:43:18,140 adding 'snowflake/ml/model/_packager/model_handlers/tensorflow.py' 2026-04-01T01:43:18,142 adding 'snowflake/ml/model/_packager/model_handlers/torchscript.py' 2026-04-01T01:43:18,144 adding 'snowflake/ml/model/_packager/model_handlers/xgboost.py' 2026-04-01T01:43:18,146 adding 'snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py' 2026-04-01T01:43:18,147 adding 'snowflake/ml/model/_packager/model_handlers_migrator/pytorch_migrator_2023_12_01.py' 2026-04-01T01:43:18,148 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2023_12_01.py' 2026-04-01T01:43:18,150 adding 'snowflake/ml/model/_packager/model_handlers_migrator/tensorflow_migrator_2025_01_01.py' 2026-04-01T01:43:18,151 adding 'snowflake/ml/model/_packager/model_handlers_migrator/torchscript_migrator_2023_12_01.py' 2026-04-01T01:43:18,153 adding 'snowflake/ml/model/_packager/model_meta/model_blob_meta.py' 2026-04-01T01:43:18,156 adding 'snowflake/ml/model/_packager/model_meta/model_meta.py' 2026-04-01T01:43:18,157 adding 'snowflake/ml/model/_packager/model_meta/model_meta_schema.py' 2026-04-01T01:43:18,159 adding 'snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py' 2026-04-01T01:43:18,160 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py' 2026-04-01T01:43:18,161 adding 'snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py' 2026-04-01T01:43:18,163 adding 'snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py' 2026-04-01T01:43:18,165 adding 'snowflake/ml/model/_packager/model_runtime/model_runtime.py' 2026-04-01T01:43:18,167 adding 'snowflake/ml/model/_packager/model_task/model_task_utils.py' 2026-04-01T01:43:18,168 adding 'snowflake/ml/model/_signatures/base_handler.py' 2026-04-01T01:43:18,170 adding 'snowflake/ml/model/_signatures/builtins_handler.py' 2026-04-01T01:43:18,175 adding 'snowflake/ml/model/_signatures/core.py' 2026-04-01T01:43:18,177 adding 'snowflake/ml/model/_signatures/dmatrix_handler.py' 2026-04-01T01:43:18,178 adding 'snowflake/ml/model/_signatures/numpy_handler.py' 2026-04-01T01:43:18,180 adding 'snowflake/ml/model/_signatures/pandas_handler.py' 2026-04-01T01:43:18,182 adding 'snowflake/ml/model/_signatures/pytorch_handler.py' 2026-04-01T01:43:18,183 adding 'snowflake/ml/model/_signatures/snowpark_handler.py' 2026-04-01T01:43:18,185 adding 'snowflake/ml/model/_signatures/tensorflow_handler.py' 2026-04-01T01:43:18,187 adding 'snowflake/ml/model/_signatures/utils.py' 2026-04-01T01:43:18,189 adding 'snowflake/ml/model/batch/__init__.py' 2026-04-01T01:43:18,192 adding 'snowflake/ml/model/models/huggingface.py' 2026-04-01T01:43:18,194 adding 'snowflake/ml/model/models/huggingface_pipeline.py' 2026-04-01T01:43:18,198 adding 'snowflake/ml/modeling/_internal/estimator_utils.py' 2026-04-01T01:43:18,199 adding 'snowflake/ml/modeling/_internal/model_specifications.py' 2026-04-01T01:43:18,201 adding 'snowflake/ml/modeling/_internal/model_trainer.py' 2026-04-01T01:43:18,202 adding 'snowflake/ml/modeling/_internal/model_trainer_builder.py' 2026-04-01T01:43:18,203 adding 'snowflake/ml/modeling/_internal/model_transformer_builder.py' 2026-04-01T01:43:18,205 adding 'snowflake/ml/modeling/_internal/transformer_protocols.py' 2026-04-01T01:43:18,207 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py' 2026-04-01T01:43:18,208 adding 'snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py' 2026-04-01T01:43:18,214 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py' 2026-04-01T01:43:18,215 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py' 2026-04-01T01:43:18,218 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py' 2026-04-01T01:43:18,221 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py' 2026-04-01T01:43:18,223 adding 'snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py' 2026-04-01T01:43:18,225 adding 'snowflake/ml/modeling/calibration/__init__.py' 2026-04-01T01:43:18,229 adding 'snowflake/ml/modeling/calibration/calibrated_classifier_cv.py' 2026-04-01T01:43:18,231 adding 'snowflake/ml/modeling/cluster/__init__.py' 2026-04-01T01:43:18,235 adding 'snowflake/ml/modeling/cluster/affinity_propagation.py' 2026-04-01T01:43:18,240 adding 'snowflake/ml/modeling/cluster/agglomerative_clustering.py' 2026-04-01T01:43:18,245 adding 'snowflake/ml/modeling/cluster/birch.py' 2026-04-01T01:43:18,250 adding 'snowflake/ml/modeling/cluster/bisecting_k_means.py' 2026-04-01T01:43:18,254 adding 'snowflake/ml/modeling/cluster/dbscan.py' 2026-04-01T01:43:18,259 adding 'snowflake/ml/modeling/cluster/feature_agglomeration.py' 2026-04-01T01:43:18,264 adding 'snowflake/ml/modeling/cluster/k_means.py' 2026-04-01T01:43:18,269 adding 'snowflake/ml/modeling/cluster/mean_shift.py' 2026-04-01T01:43:18,274 adding 'snowflake/ml/modeling/cluster/mini_batch_k_means.py' 2026-04-01T01:43:18,278 adding 'snowflake/ml/modeling/cluster/optics.py' 2026-04-01T01:43:18,283 adding 'snowflake/ml/modeling/cluster/spectral_biclustering.py' 2026-04-01T01:43:18,288 adding 'snowflake/ml/modeling/cluster/spectral_clustering.py' 2026-04-01T01:43:18,293 adding 'snowflake/ml/modeling/cluster/spectral_coclustering.py' 2026-04-01T01:43:18,295 adding 'snowflake/ml/modeling/compose/__init__.py' 2026-04-01T01:43:18,299 adding 'snowflake/ml/modeling/compose/column_transformer.py' 2026-04-01T01:43:18,304 adding 'snowflake/ml/modeling/compose/transformed_target_regressor.py' 2026-04-01T01:43:18,306 adding 'snowflake/ml/modeling/covariance/__init__.py' 2026-04-01T01:43:18,310 adding 'snowflake/ml/modeling/covariance/elliptic_envelope.py' 2026-04-01T01:43:18,315 adding 'snowflake/ml/modeling/covariance/empirical_covariance.py' 2026-04-01T01:43:18,319 adding 'snowflake/ml/modeling/covariance/graphical_lasso.py' 2026-04-01T01:43:18,324 adding 'snowflake/ml/modeling/covariance/graphical_lasso_cv.py' 2026-04-01T01:43:18,328 adding 'snowflake/ml/modeling/covariance/ledoit_wolf.py' 2026-04-01T01:43:18,333 adding 'snowflake/ml/modeling/covariance/min_cov_det.py' 2026-04-01T01:43:18,337 adding 'snowflake/ml/modeling/covariance/oas.py' 2026-04-01T01:43:18,341 adding 'snowflake/ml/modeling/covariance/shrunk_covariance.py' 2026-04-01T01:43:18,343 adding 'snowflake/ml/modeling/decomposition/__init__.py' 2026-04-01T01:43:18,348 adding 'snowflake/ml/modeling/decomposition/dictionary_learning.py' 2026-04-01T01:43:18,353 adding 'snowflake/ml/modeling/decomposition/factor_analysis.py' 2026-04-01T01:43:18,357 adding 'snowflake/ml/modeling/decomposition/fast_ica.py' 2026-04-01T01:43:18,362 adding 'snowflake/ml/modeling/decomposition/incremental_pca.py' 2026-04-01T01:43:18,367 adding 'snowflake/ml/modeling/decomposition/kernel_pca.py' 2026-04-01T01:43:18,372 adding 'snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py' 2026-04-01T01:43:18,376 adding 'snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py' 2026-04-01T01:43:18,383 adding 'snowflake/ml/modeling/decomposition/pca.py' 2026-04-01T01:43:18,390 adding 'snowflake/ml/modeling/decomposition/sparse_pca.py' 2026-04-01T01:43:18,396 adding 'snowflake/ml/modeling/decomposition/truncated_svd.py' 2026-04-01T01:43:18,399 adding 'snowflake/ml/modeling/discriminant_analysis/__init__.py' 2026-04-01T01:43:18,405 adding 'snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py' 2026-04-01T01:43:18,412 adding 'snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py' 2026-04-01T01:43:18,414 adding 'snowflake/ml/modeling/ensemble/__init__.py' 2026-04-01T01:43:18,421 adding 'snowflake/ml/modeling/ensemble/ada_boost_classifier.py' 2026-04-01T01:43:18,427 adding 'snowflake/ml/modeling/ensemble/ada_boost_regressor.py' 2026-04-01T01:43:18,434 adding 'snowflake/ml/modeling/ensemble/bagging_classifier.py' 2026-04-01T01:43:18,440 adding 'snowflake/ml/modeling/ensemble/bagging_regressor.py' 2026-04-01T01:43:18,448 adding 'snowflake/ml/modeling/ensemble/extra_trees_classifier.py' 2026-04-01T01:43:18,456 adding 'snowflake/ml/modeling/ensemble/extra_trees_regressor.py' 2026-04-01T01:43:18,464 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py' 2026-04-01T01:43:18,472 adding 'snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py' 2026-04-01T01:43:18,480 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py' 2026-04-01T01:43:18,486 adding 'snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py' 2026-04-01T01:43:18,490 adding 'snowflake/ml/modeling/ensemble/isolation_forest.py' 2026-04-01T01:43:18,496 adding 'snowflake/ml/modeling/ensemble/random_forest_classifier.py' 2026-04-01T01:43:18,501 adding 'snowflake/ml/modeling/ensemble/random_forest_regressor.py' 2026-04-01T01:43:18,506 adding 'snowflake/ml/modeling/ensemble/stacking_regressor.py' 2026-04-01T01:43:18,511 adding 'snowflake/ml/modeling/ensemble/voting_classifier.py' 2026-04-01T01:43:18,515 adding 'snowflake/ml/modeling/ensemble/voting_regressor.py' 2026-04-01T01:43:18,517 adding 'snowflake/ml/modeling/feature_selection/__init__.py' 2026-04-01T01:43:18,521 adding 'snowflake/ml/modeling/feature_selection/generic_univariate_select.py' 2026-04-01T01:43:18,526 adding 'snowflake/ml/modeling/feature_selection/select_fdr.py' 2026-04-01T01:43:18,530 adding 'snowflake/ml/modeling/feature_selection/select_fpr.py' 2026-04-01T01:43:18,535 adding 'snowflake/ml/modeling/feature_selection/select_fwe.py' 2026-04-01T01:43:18,539 adding 'snowflake/ml/modeling/feature_selection/select_k_best.py' 2026-04-01T01:43:18,544 adding 'snowflake/ml/modeling/feature_selection/select_percentile.py' 2026-04-01T01:43:18,548 adding 'snowflake/ml/modeling/feature_selection/sequential_feature_selector.py' 2026-04-01T01:43:18,553 adding 'snowflake/ml/modeling/feature_selection/variance_threshold.py' 2026-04-01T01:43:18,555 adding 'snowflake/ml/modeling/framework/_utils.py' 2026-04-01T01:43:18,559 adding 'snowflake/ml/modeling/framework/base.py' 2026-04-01T01:43:18,561 adding 'snowflake/ml/modeling/gaussian_process/__init__.py' 2026-04-01T01:43:18,566 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py' 2026-04-01T01:43:18,571 adding 'snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py' 2026-04-01T01:43:18,572 adding 'snowflake/ml/modeling/impute/__init__.py' 2026-04-01T01:43:18,577 adding 'snowflake/ml/modeling/impute/iterative_imputer.py' 2026-04-01T01:43:18,582 adding 'snowflake/ml/modeling/impute/knn_imputer.py' 2026-04-01T01:43:18,586 adding 'snowflake/ml/modeling/impute/missing_indicator.py' 2026-04-01T01:43:18,589 adding 'snowflake/ml/modeling/impute/simple_imputer.py' 2026-04-01T01:43:18,591 adding 'snowflake/ml/modeling/kernel_approximation/__init__.py' 2026-04-01T01:43:18,595 adding 'snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py' 2026-04-01T01:43:18,600 adding 'snowflake/ml/modeling/kernel_approximation/nystroem.py' 2026-04-01T01:43:18,604 adding 'snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py' 2026-04-01T01:43:18,609 adding 'snowflake/ml/modeling/kernel_approximation/rbf_sampler.py' 2026-04-01T01:43:18,614 adding 'snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py' 2026-04-01T01:43:18,616 adding 'snowflake/ml/modeling/kernel_ridge/__init__.py' 2026-04-01T01:43:18,621 adding 'snowflake/ml/modeling/kernel_ridge/kernel_ridge.py' 2026-04-01T01:43:18,841 adding 'snowflake/ml/modeling/lightgbm/__init__.py' 2026-04-01T01:43:18,845 adding 'snowflake/ml/modeling/lightgbm/lgbm_classifier.py' 2026-04-01T01:43:18,849 adding 'snowflake/ml/modeling/lightgbm/lgbm_regressor.py' 2026-04-01T01:43:18,852 adding 'snowflake/ml/modeling/linear_model/__init__.py' 2026-04-01T01:43:18,856 adding 'snowflake/ml/modeling/linear_model/ard_regression.py' 2026-04-01T01:43:18,860 adding 'snowflake/ml/modeling/linear_model/bayesian_ridge.py' 2026-04-01T01:43:18,865 adding 'snowflake/ml/modeling/linear_model/elastic_net.py' 2026-04-01T01:43:18,870 adding 'snowflake/ml/modeling/linear_model/elastic_net_cv.py' 2026-04-01T01:43:18,875 adding 'snowflake/ml/modeling/linear_model/gamma_regressor.py' 2026-04-01T01:43:18,879 adding 'snowflake/ml/modeling/linear_model/huber_regressor.py' 2026-04-01T01:43:18,884 adding 'snowflake/ml/modeling/linear_model/lars.py' 2026-04-01T01:43:18,888 adding 'snowflake/ml/modeling/linear_model/lars_cv.py' 2026-04-01T01:43:18,893 adding 'snowflake/ml/modeling/linear_model/lasso.py' 2026-04-01T01:43:18,898 adding 'snowflake/ml/modeling/linear_model/lasso_cv.py' 2026-04-01T01:43:18,902 adding 'snowflake/ml/modeling/linear_model/lasso_lars.py' 2026-04-01T01:43:18,907 adding 'snowflake/ml/modeling/linear_model/lasso_lars_cv.py' 2026-04-01T01:43:18,912 adding 'snowflake/ml/modeling/linear_model/lasso_lars_ic.py' 2026-04-01T01:43:18,916 adding 'snowflake/ml/modeling/linear_model/linear_regression.py' 2026-04-01T01:43:18,922 adding 'snowflake/ml/modeling/linear_model/logistic_regression.py' 2026-04-01T01:43:18,927 adding 'snowflake/ml/modeling/linear_model/logistic_regression_cv.py' 2026-04-01T01:43:18,932 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net.py' 2026-04-01T01:43:18,936 adding 'snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py' 2026-04-01T01:43:18,941 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso.py' 2026-04-01T01:43:18,946 adding 'snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py' 2026-04-01T01:43:18,950 adding 'snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py' 2026-04-01T01:43:18,955 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py' 2026-04-01T01:43:18,960 adding 'snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py' 2026-04-01T01:43:18,965 adding 'snowflake/ml/modeling/linear_model/perceptron.py' 2026-04-01T01:43:18,969 adding 'snowflake/ml/modeling/linear_model/poisson_regressor.py' 2026-04-01T01:43:18,974 adding 'snowflake/ml/modeling/linear_model/ransac_regressor.py' 2026-04-01T01:43:18,979 adding 'snowflake/ml/modeling/linear_model/ridge.py' 2026-04-01T01:43:18,984 adding 'snowflake/ml/modeling/linear_model/ridge_classifier.py' 2026-04-01T01:43:18,988 adding 'snowflake/ml/modeling/linear_model/ridge_classifier_cv.py' 2026-04-01T01:43:18,993 adding 'snowflake/ml/modeling/linear_model/ridge_cv.py' 2026-04-01T01:43:18,999 adding 'snowflake/ml/modeling/linear_model/sgd_classifier.py' 2026-04-01T01:43:19,004 adding 'snowflake/ml/modeling/linear_model/sgd_one_class_svm.py' 2026-04-01T01:43:19,009 adding 'snowflake/ml/modeling/linear_model/sgd_regressor.py' 2026-04-01T01:43:19,013 adding 'snowflake/ml/modeling/linear_model/theil_sen_regressor.py' 2026-04-01T01:43:19,018 adding 'snowflake/ml/modeling/linear_model/tweedie_regressor.py' 2026-04-01T01:43:19,020 adding 'snowflake/ml/modeling/manifold/__init__.py' 2026-04-01T01:43:19,025 adding 'snowflake/ml/modeling/manifold/isomap.py' 2026-04-01T01:43:19,030 adding 'snowflake/ml/modeling/manifold/mds.py' 2026-04-01T01:43:19,034 adding 'snowflake/ml/modeling/manifold/spectral_embedding.py' 2026-04-01T01:43:19,039 adding 'snowflake/ml/modeling/manifold/tsne.py' 2026-04-01T01:43:19,041 adding 'snowflake/ml/modeling/metrics/__init__.py' 2026-04-01T01:43:19,047 adding 'snowflake/ml/modeling/metrics/classification.py' 2026-04-01T01:43:19,049 adding 'snowflake/ml/modeling/metrics/correlation.py' 2026-04-01T01:43:19,051 adding 'snowflake/ml/modeling/metrics/covariance.py' 2026-04-01T01:43:19,053 adding 'snowflake/ml/modeling/metrics/metrics_utils.py' 2026-04-01T01:43:19,055 adding 'snowflake/ml/modeling/metrics/ranking.py' 2026-04-01T01:43:19,057 adding 'snowflake/ml/modeling/metrics/regression.py' 2026-04-01T01:43:19,059 adding 'snowflake/ml/modeling/mixture/__init__.py' 2026-04-01T01:43:19,064 adding 'snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py' 2026-04-01T01:43:19,069 adding 'snowflake/ml/modeling/mixture/gaussian_mixture.py' 2026-04-01T01:43:19,071 adding 'snowflake/ml/modeling/model_selection/__init__.py' 2026-04-01T01:43:19,074 adding 'snowflake/ml/modeling/model_selection/grid_search_cv.py' 2026-04-01T01:43:19,078 adding 'snowflake/ml/modeling/model_selection/randomized_search_cv.py' 2026-04-01T01:43:19,080 adding 'snowflake/ml/modeling/multiclass/__init__.py' 2026-04-01T01:43:19,084 adding 'snowflake/ml/modeling/multiclass/one_vs_one_classifier.py' 2026-04-01T01:43:19,089 adding 'snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py' 2026-04-01T01:43:19,094 adding 'snowflake/ml/modeling/multiclass/output_code_classifier.py' 2026-04-01T01:43:19,096 adding 'snowflake/ml/modeling/naive_bayes/__init__.py' 2026-04-01T01:43:19,100 adding 'snowflake/ml/modeling/naive_bayes/bernoulli_nb.py' 2026-04-01T01:43:19,105 adding 'snowflake/ml/modeling/naive_bayes/categorical_nb.py' 2026-04-01T01:43:19,109 adding 'snowflake/ml/modeling/naive_bayes/complement_nb.py' 2026-04-01T01:43:19,114 adding 'snowflake/ml/modeling/naive_bayes/gaussian_nb.py' 2026-04-01T01:43:19,118 adding 'snowflake/ml/modeling/naive_bayes/multinomial_nb.py' 2026-04-01T01:43:19,120 adding 'snowflake/ml/modeling/neighbors/__init__.py' 2026-04-01T01:43:19,125 adding 'snowflake/ml/modeling/neighbors/k_neighbors_classifier.py' 2026-04-01T01:43:19,130 adding 'snowflake/ml/modeling/neighbors/k_neighbors_regressor.py' 2026-04-01T01:43:19,135 adding 'snowflake/ml/modeling/neighbors/kernel_density.py' 2026-04-01T01:43:19,140 adding 'snowflake/ml/modeling/neighbors/local_outlier_factor.py' 2026-04-01T01:43:19,144 adding 'snowflake/ml/modeling/neighbors/nearest_centroid.py' 2026-04-01T01:43:19,149 adding 'snowflake/ml/modeling/neighbors/nearest_neighbors.py' 2026-04-01T01:43:19,154 adding 'snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py' 2026-04-01T01:43:19,159 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py' 2026-04-01T01:43:19,164 adding 'snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py' 2026-04-01T01:43:19,166 adding 'snowflake/ml/modeling/neural_network/__init__.py' 2026-04-01T01:43:19,171 adding 'snowflake/ml/modeling/neural_network/bernoulli_rbm.py' 2026-04-01T01:43:19,176 adding 'snowflake/ml/modeling/neural_network/mlp_classifier.py' 2026-04-01T01:43:19,181 adding 'snowflake/ml/modeling/neural_network/mlp_regressor.py' 2026-04-01T01:43:19,183 adding 'snowflake/ml/modeling/parameters/disable_distributed_hpo.py' 2026-04-01T01:43:19,185 adding 'snowflake/ml/modeling/parameters/disable_model_tracer.py' 2026-04-01T01:43:19,186 adding 'snowflake/ml/modeling/parameters/enable_anonymous_sproc.py' 2026-04-01T01:43:19,188 adding 'snowflake/ml/modeling/pipeline/__init__.py' 2026-04-01T01:43:19,194 adding 'snowflake/ml/modeling/pipeline/pipeline.py' 2026-04-01T01:43:19,196 adding 'snowflake/ml/modeling/preprocessing/__init__.py' 2026-04-01T01:43:19,198 adding 'snowflake/ml/modeling/preprocessing/binarizer.py' 2026-04-01T01:43:19,202 adding 'snowflake/ml/modeling/preprocessing/k_bins_discretizer.py' 2026-04-01T01:43:19,204 adding 'snowflake/ml/modeling/preprocessing/label_encoder.py' 2026-04-01T01:43:19,207 adding 'snowflake/ml/modeling/preprocessing/max_abs_scaler.py' 2026-04-01T01:43:19,209 adding 'snowflake/ml/modeling/preprocessing/min_max_scaler.py' 2026-04-01T01:43:19,211 adding 'snowflake/ml/modeling/preprocessing/normalizer.py' 2026-04-01T01:43:19,223 adding 'snowflake/ml/modeling/preprocessing/one_hot_encoder.py' 2026-04-01T01:43:19,229 adding 'snowflake/ml/modeling/preprocessing/ordinal_encoder.py' 2026-04-01T01:43:19,235 adding 'snowflake/ml/modeling/preprocessing/polynomial_features.py' 2026-04-01T01:43:19,238 adding 'snowflake/ml/modeling/preprocessing/robust_scaler.py' 2026-04-01T01:43:19,241 adding 'snowflake/ml/modeling/preprocessing/standard_scaler.py' 2026-04-01T01:43:19,243 adding 'snowflake/ml/modeling/semi_supervised/__init__.py' 2026-04-01T01:43:19,249 adding 'snowflake/ml/modeling/semi_supervised/label_propagation.py' 2026-04-01T01:43:19,256 adding 'snowflake/ml/modeling/semi_supervised/label_spreading.py' 2026-04-01T01:43:19,259 adding 'snowflake/ml/modeling/svm/__init__.py' 2026-04-01T01:43:19,266 adding 'snowflake/ml/modeling/svm/linear_svc.py' 2026-04-01T01:43:19,273 adding 'snowflake/ml/modeling/svm/linear_svr.py' 2026-04-01T01:43:19,280 adding 'snowflake/ml/modeling/svm/nu_svc.py' 2026-04-01T01:43:19,287 adding 'snowflake/ml/modeling/svm/nu_svr.py' 2026-04-01T01:43:19,292 adding 'snowflake/ml/modeling/svm/svc.py' 2026-04-01T01:43:19,297 adding 'snowflake/ml/modeling/svm/svr.py' 2026-04-01T01:43:19,299 adding 'snowflake/ml/modeling/tree/__init__.py' 2026-04-01T01:43:19,304 adding 'snowflake/ml/modeling/tree/decision_tree_classifier.py' 2026-04-01T01:43:19,309 adding 'snowflake/ml/modeling/tree/decision_tree_regressor.py' 2026-04-01T01:43:19,315 adding 'snowflake/ml/modeling/tree/extra_tree_classifier.py' 2026-04-01T01:43:19,320 adding 'snowflake/ml/modeling/tree/extra_tree_regressor.py' 2026-04-01T01:43:19,322 adding 'snowflake/ml/modeling/xgboost/__init__.py' 2026-04-01T01:43:19,328 adding 'snowflake/ml/modeling/xgboost/xgb_classifier.py' 2026-04-01T01:43:19,334 adding 'snowflake/ml/modeling/xgboost/xgb_regressor.py' 2026-04-01T01:43:19,340 adding 'snowflake/ml/modeling/xgboost/xgbrf_classifier.py' 2026-04-01T01:43:19,346 adding 'snowflake/ml/modeling/xgboost/xgbrf_regressor.py' 2026-04-01T01:43:19,350 adding 'snowflake/ml/monitoring/explain_visualize.py' 2026-04-01T01:43:19,351 adding 'snowflake/ml/monitoring/model_monitor.py' 2026-04-01T01:43:19,353 adding 'snowflake/ml/monitoring/shap.py' 2026-04-01T01:43:19,355 adding 'snowflake/ml/monitoring/_client/model_monitor_sql_client.py' 2026-04-01T01:43:19,357 adding 'snowflake/ml/monitoring/_client/queries/record_count.ssql' 2026-04-01T01:43:19,358 adding 'snowflake/ml/monitoring/_client/queries/rmse.ssql' 2026-04-01T01:43:19,360 adding 'snowflake/ml/monitoring/_manager/model_monitor_manager.py' 2026-04-01T01:43:19,362 adding 'snowflake/ml/monitoring/entities/model_monitor_config.py' 2026-04-01T01:43:19,364 adding 'snowflake/ml/registry/__init__.py' 2026-04-01T01:43:19,367 adding 'snowflake/ml/registry/registry.py' 2026-04-01T01:43:19,371 adding 'snowflake/ml/registry/_manager/model_manager.py' 2026-04-01T01:43:19,373 adding 'snowflake/ml/registry/_manager/model_parameter_reconciler.py' 2026-04-01T01:43:19,375 adding 'snowflake/ml/utils/authentication.py' 2026-04-01T01:43:19,377 adding 'snowflake/ml/utils/connection_params.py' 2026-04-01T01:43:19,379 adding 'snowflake/ml/utils/html_utils.py' 2026-04-01T01:43:19,380 adding 'snowflake/ml/utils/sparse.py' 2026-04-01T01:43:19,382 adding 'snowflake/ml/utils/sql_client.py' 2026-04-01T01:43:19,383 adding 'snowflake/ml/utils/stage_file.py' 2026-04-01T01:43:19,387 adding 'snowflake_ml_python-1.33.0.dist-info/licenses/LICENSE.txt' 2026-04-01T01:43:19,403 adding 'snowflake_ml_python-1.33.0.dist-info/METADATA' 2026-04-01T01:43:19,405 adding 'snowflake_ml_python-1.33.0.dist-info/WHEEL' 2026-04-01T01:43:19,406 adding 'snowflake_ml_python-1.33.0.dist-info/top_level.txt' 2026-04-01T01:43:19,414 adding 'snowflake_ml_python-1.33.0.dist-info/RECORD' 2026-04-01T01:43:19,444 removing build/bdist.linux-armv7l/wheel 2026-04-01T01:43:19,668 Building wheel for snowflake-ml-python (pyproject.toml): finished with status 'done' 2026-04-01T01:43:19,730 Created wheel for snowflake-ml-python: filename=snowflake_ml_python-1.33.0-py3-none-any.whl size=2324020 sha256=4413077c92e5c924be1014e597018ec6b4bda55fb28ba0228f3783e6af9561d3 2026-04-01T01:43:19,731 Stored in directory: /tmp/pip-ephem-wheel-cache-0d04i0t2/wheels/43/6e/31/7808a2e40f306e039653497bd71bf6d01ab6b18ec7f0881191 2026-04-01T01:43:19,784 Successfully built snowflake-ml-python 2026-04-01T01:43:19,861 Removed build tracker: '/tmp/pip-build-tracker-4r5fac4l'